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Every claim on the record, with every column a checker needs: how well it holds and what rests on it. 1,634 so far: 1,634 from human literature, 0 published here, joined by 138 links; the longest line runs 2 steps deep. To read them under their papers, see the claims.

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established 0 supported 44 unchecked 1588 contested 2 refuted 0

1,634 claims, showing 1,301–1,350

Claims on the record
StatusClaimCredenceStakesRests onBuilt onFieldAdded
uncheckedThis action representation was not explained by other properties of the task space, such as link distance between the states or reaction times.DOI 10.1371/journal.pbio.3003755 · ext:61da69ee1e2e072a0.553.9500Neuroscience9 Oct 2026
uncheckedNonetheless, the Bayesian evidence difference remains below the threshold for statistical significance according to the revised Jeffreys scale, indicating that both models are effectively equally preferred by the data.arXiv 2507.11432 · ext:d97016b5808d8b450.553.9100Physics and Astronomy11 Oct 2026
uncheckedThe present-day value of the DE EoS remains in the quintessence regime according to our results, and no significant evidence for a dynamical DE EoS is found.arXiv 2507.11432 · ext:b3972db3df2c370f0.553.9110Physics and Astronomy11 Oct 2026
uncheckedSpecifically, using 16 examples per class, CARP achieves comparable performances to supervised models with 1,024 examples per class.arXiv 2305.08377 · ext:8f92495c563b7a400.553.9100Computer Science10 Oct 2026
uncheckedWe also derive a variational formula for the free energy.arXiv 1808.03440 · conceptual · ext:00eb0909edee970a0.553.9100Physics and Astronomy9 Oct 2026
uncheckedIn addition, we show that the free energy can be computed from this decomposition.arXiv 1808.03440 · ext:c5e269d9729f632a0.553.9100Physics and Astronomy9 Oct 2026
uncheckedWe show that this peak is implicitly regularized by the nonlinearity, which is why it only becomes salient at high noise and is weakly affected by explicit regularization.arXiv 2006.03509 · conceptual · ext:e74ac783ae7ea3590.553.9100Computer Science9 Oct 2026
uncheckedRemarkably, CARP yields new SOTA performances on 4 out of 5 widely-used text-classification benchmarks, 97.39 (+1.24) on SST-2, 96.40 (+0.72) on AGNews, 98.78 (+0.25) on R8 and 96.95 (+0.6) on R52, and a performance comparable to SOTA on M…arXiv 2305.08377 · ext:8a65d278f98edcb20.553.9100Computer Science9 Oct 2026
supportedHere, we show that despite its widespread application, Φ is not a well-defined mathematical concept in the sense that the value it specifies is non-unique. To demonstrate this, we introduce an algorithm that calculates all possible Φ value…DOI 10.1093/nc/niad014 · ext:dff1ca5795aecf740.713.9100Psychology8 Oct 2026
uncheckedWe find no statistically significant preference for a departure from the baseline $Λ$CDM model.arXiv 2503.14454 · ext:8d60d9e5c82acd900.553.9120Physics and Astronomy8 Oct 2026
uncheckedWe first statistically model the network pruning problem in a redundancy reduction perspective and find that pruning in the layer(s) with the most structural redundancy outperforms pruning the least important filters across all layers.arXiv 2104.03438 · ext:5d322d1b542e9d9d0.553.9100Computer Science8 Oct 2026
uncheckedMoreover, exponential scaling is witnessed for these DPLL-based solvers when solving only satisfiable and only unsatisfiable instances, and the respective scaling models for each solver differ mostly by a constant factor.OpenAlex W2265246327 · ext:5ac0475cd87869950.553.9100Computer Science7 Oct 2026
uncheckedAn analogous analysis of three complete, DPLL-based solvers - kcnfs, march_hi and march_br - clearly indicates exponential scaling of median running time.OpenAlex W2265246327 · ext:b372970e85e4df9a0.553.9100Computer Science7 Oct 2026
uncheckedThe MLP algorithm showed satisfactory performances (weighted-F1-score of 0.94) to estimate the relative importance of input features.DOI 10.1016/j.ijdrr.2024.104526 · ext:470ffe6f87fa4c0c0.553.9100Earth and Planetary Sciences7 Oct 2026
uncheckedFurthermore, in the thermodynamic limit there are, for values of alpha close to the SATUNSAT transition alpha_s ~ 4.267, always clusters without any frozen variables.arXiv 1004.4230 · conceptual · ext:b4d04f2a82ace3530.553.9100Computer Science7 Oct 2026
uncheckedNevertheless, unbiased samples of solutions can be obtained using the "ballistic-networking approach", which is introduced here.arXiv 1004.4230 · ext:54ac483d6060135a0.553.9100Computer Science7 Oct 2026
uncheckedIt is shown here that standard stochastic local-search (SLS) algorithms like "ASAT" and "MCMCMC" (also known as "parallel tempering") exhibit a sampling bias.arXiv 1004.4230 · ext:2e00211ab68baf850.553.9100Computer Science7 Oct 2026
uncheckedNotably, this invariance holds even for experimentally validated fold-switching proteins that are known to adopt alternative conformations in response to such mutations, despite the fact that these proteins are small and monomeric—precisel…DOI 10.34133/csbj.0142 · ext:0a0e092d549aee490.553.8700Biochemistry, Genetics and Molecular Biology10 Oct 2026
uncheckedConfidence metrics prove unreliable, as they select the most accurate structure at most 35% of the time and consistently correlate with the structural quality of the best available training-set template.DOI 10.34133/csbj.0142 · ext:524780d571b1ebd40.553.8700Biochemistry, Genetics and Molecular Biology10 Oct 2026
uncheckedRemarkably, predicted structures remain invariant to mutations of up to 40% of residues—including deliberately destabilizing substitutions—and to deletions of 10%.DOI 10.34133/csbj.0142 · ext:a4acef7dfb17cfec0.553.8700Biochemistry, Genetics and Molecular Biology10 Oct 2026
uncheckedWe also report a new emergent ability to follow multi-query instructions that we mostly found in ChatGPT and other instruction-tuned models.arXiv 2305.18486 · ext:c0b9a1624c2a85240.553.8100Computer Science11 Oct 2026
uncheckedSpecifically, despite their significant computational power, LLMs still significantly underperform in numerical optimization tasks, largely due to a mismatch between the problem domain and their processing capabilities.DOI 10.1109/mci.2025.3580520 · ext:a0e1cacc8b5959320.553.8100Computer Science7 Oct 2026
uncheckedPlanet migration or chaotic orbital reorganization occurring while the Solar System is still a cluster member is, according to our model, inconsistent with the presence of the Oort cloud.arXiv 2105.12816 · conceptual · ext:21d5c14a55faf4e10.553.8100Physics and Astronomy7 Oct 2026
uncheckedOverfitting mitigation benefits from coordinated choices in data, model capacity, optimization, and evaluation.DOI 10.3389/frai.2026.1794271 · conceptual · ext:7e5d5c14f122a3aa0.553.7100Computer Science7 Oct 2026
uncheckedIn ImageNet, our proposed method achieves 21.65% of top-1 error with ResNet50, which outperforms the performance of the teacher network, ResNet152.arXiv 1904.01866 · ext:2ecc5ab07c1022be0.553.7000Computer Science10 Oct 2026
uncheckedFor Intel image, CIFAR10 and CIFAR100 datasets the proposed pruning method has compressed AlexNet by 83.2%, 87.19%, and 79.7%, VGG-16 by 83.7%, 85.11%, and 84.06% and ResNet-50 by 62.99%, 62.3% and 58.34% respectively.DOI 10.1007/s10791-024-09463-4 · ext:ccd886be5067e0fd0.553.7000Computer Science10 Oct 2026
uncheckedFor training sets consisting of 3000 crystals, the generalization error in predicting formation energies of new structures corresponds to (i) 0.49, (ii) 0.64, and (iii) 0.37 eV/atom for the respective representations.arXiv 1503.07406 · ext:99e9c4303bdf98d90.553.7000Materials Science9 Oct 2026
uncheckedFor the present random $K$-SAT problem we have investigated numerous structural properties also exhibiting clear transitions, but they appear not be correlated to the here observed easy-hard transitions.arXiv 1702.02821 · ext:c1c88a68ae18cf020.553.7000Physics and Astronomy9 Oct 2026
uncheckedWe prove that \[ R(k) \leqslant (4 - \varepsilon)^k \] for some constant $\varepsilon > 0$.arXiv 2303.09521 · conceptual · ext:268825e1bf90e11f0.553.7000Mathematics9 Oct 2026
uncheckedWhen the density is below r f k , then almost every colouring is such that every vertex can be changed by a sequence of alterations where we change O (log n ) vertices at a time.DOI 10.1145/3034781 · ext:159409f514fe06200.553.7000Computer Science8 Oct 2026
uncheckedWe prove that for random graphs with density above r f k , almost every colouring is such that a linear number of vertices are frozen, meaning that their colour cannot be changed by a sequence of alterations whereby we change the colours o…DOI 10.1145/3034781 · ext:6866386f9f9e40870.553.7000Computer Science8 Oct 2026
uncheckedWe show that a randomly chosen $3$-CNF formula over $n$ variables with clauses-to-variables ratio at least $4.4898$ is asymptotically almost surely unsatisfiable.DOI 10.4230/lipics.fsttcs.2008.1750 · ext:cce97791daee46410.553.7010Computer Science8 Oct 2026
uncheckedThis behavior effectively lowers the dark energy density at high redshift, allowing the sum of neutrino masses to shift toward the physical region.DOI 10.1103/41tc-5ffp · ext:2b905796088df72d0.553.6300Physics and Astronomy10 Oct 2026
uncheckedThe conclusion is that certain one-parameter DE EoS can suffice, implying that the data are pointing toward physical characteristics rather than a broad degeneracy.DOI 10.1103/41tc-5ffp · ext:1210905862ca6bb40.553.6300Physics and Astronomy10 Oct 2026
uncheckedMore precisely, public debt leads to a reduction in public investment and credit when the public debt exceeds the estimated threshold levels.DOI 10.18267/j.pep.825 · ext:d4a3c8e36b32da6c0.553.5800Economics, Econometrics and Finance10 Oct 2026
uncheckedOur results suggest that public debt does not have a significant impact on the economic growth rate.DOI 10.18267/j.pep.825 · ext:8f380fb311d8d2ed0.553.5800Economics, Econometrics and Finance10 Oct 2026
uncheckedFor Venus and Earth to end up at 0.7-1 au, Type-I migration had to be directed outward, for example as the magnetically driven winds reduced the surface gas density in the inner part of the disk.arXiv 2507.14814 · ext:4d175c31015e966b0.553.5800Physics and Astronomy10 Oct 2026
uncheckedIn the model best able to satisfy various constraints, Mercury, Venus, and Earth accreted from planetesimals that formed early near the silicate sublimation line near 0.5 au and migrated by disk torques.arXiv 2507.14814 · ext:17bfb8fbd6c7adc10.553.5800Physics and Astronomy10 Oct 2026
uncheckedNotably, 8-bit PAMS-EDSR improves PSNR on Set5 benchmark from 32.095dB to 32.124dB with 2.42$\times$ compression ratio, which achieves a new state-of-the-art.arXiv 2011.04212 · ext:7de1d90366ec18660.553.5800Computer Science10 Oct 2026
uncheckedExtensive experiments demonstrate that the proposed PAMS scheme can well compress and accelerate the existing SR models such as EDSR and RDN.arXiv 2011.04212 · ext:027b973aa280d3000.553.5800Computer Science10 Oct 2026
uncheckedAdditionally, we obtain contiguity results that have implications on Bayesian inference tasks, a subject that has received a great deal of interest recently (e.g., [Banks et al., COLT 2016]).arXiv 1802.09311 · conceptual · ext:a5ba2aaf6d3e0d4a0.553.5800Computer Science9 Oct 2026
uncheckedIn this paper we prove these physics predictions for a broad class of random constraint satisfaction problems.arXiv 1802.09311 · conceptual · ext:669c6aeafa542b230.553.5820Computer Science9 Oct 2026
uncheckedLinkBERT is especially effective for multi-hop reasoning and few-shot QA (+5% absolute improvement on HotpotQA and TriviaQA), and our biomedical LinkBERT sets new states of the art on various BioNLP tasks (+7% on BioASQ and USMLE).arXiv 2203.15827 · ext:ceb49abc5279aa400.553.5800Computer Science9 Oct 2026
uncheckedWe show that LinkBERT outperforms BERT on various downstream tasks across two domains: the general domain (pretrained on Wikipedia with hyperlinks) and biomedical domain (pretrained on PubMed with citation links).arXiv 2203.15827 · ext:f36f37b6d45e8ce80.553.5800Computer Science9 Oct 2026
uncheckedIt shows strong predictive power, with out-of-sample accuracy of about 92%.arXiv 1709.02727 · ext:97be1fbf0ca0c2710.553.5800Materials Science9 Oct 2026
uncheckedWith Res-50, we achieve a 43.8%-FLOPs reduction by removing 36.7% of the parameters, with only a loss of 1.17% in the top-1 accuracy on ImageNet.arXiv 2002.10179 · ext:2e4dd5c707e030650.553.5800Computer Science8 Oct 2026
uncheckedFor example, with ResNet-110, we achieve a 58.2%-FLOPs reduction by removing 59.2% of the parameters, with only a small loss of 0.14% in top-1 accuracy on CIFAR-10.arXiv 2002.10179 · ext:9ca17afe78f906a10.553.5800Computer Science8 Oct 2026
uncheckedOur HRank is inspired by the discovery that the average rank of multiple feature maps generated by a single filter is always the same, regardless of the number of image batches CNNs receive.arXiv 2002.10179 · ext:51bc1a70f565a00c0.553.5800Computer Science8 Oct 2026
supportedWe prove that for writing the 3 by 3 permanent polynomial as a determinant of a matrix consisting only of zeros, ones, and variables as entries, a 7 by 7 matrix is required. Our proof is computer based and uses the enumeration of bipartite…arXiv 1410.8202 · ext:61d74f4cd1c035ae0.713.5800Computer Science8 Oct 2026
uncheckedThe hot component must have a significantly shallower absolute magnitude (Hg) distribution than the other two components.arXiv 1108.4836 · ext:8adca8e20f4d915d0.553.5800Physics and Astronomy7 Oct 2026

How they connect

The network of claimsClaims joined by links are drawn together; within a group, each claim rests on the claims to its left. Human literature enters as registered claims (squares). Claims that stand alone are in the table, not drawn.
The network of claims18 claims and 12 dependencies, in 7 groups of joined claims; within a group, foundations on the left and what rests on them to the right.4 claims, 2 steps deep, Physics and Astronomy3 claims, 1 step deep, Computer Science3 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Neuroscience2 claims, 1 step deep, Physics and AstronomyOur best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors… takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t… extends Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors… (identified in the literature)When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t… takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone. takes its method from These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd… (identified in the literature)In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller… takes its method from This significantly reduces overfitting and gives major improvements over other regularization methods. (identified in the literature)In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller… takes its method from We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs… (identified in the literature)This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo… takes its method from These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,… (identified in the literature)This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo… takes its method from We find that rs-fcMRI patterns show sharp transitions in correlation patterns and that these putative areal boundaries… (identified in the literature)These graphs contain many subgraphs in good agreement with known functional brain systems. extends One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi… (identified in the literature)Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor… takes its method from Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c… (identified in the literature)Specifically, many long-distance correlations are decreased by subject motion, whereas many short-distance correlations… takes its method from Additionally, combining surface-based analysis techniques with image processing algorithms allows automated mapping of… (identified in the literature)For a flat w 0 CDM model, we measure w 0 = −0.90 ± 0.14 from SNe Ia alone, H 0 = 73.5 ± 1.1 km s −1 Mpc −1 when includi… takes its method from Furthermore, unlike in the Pantheon analysis, we include light curves for SNe with z < 0.01 such that SN systematic cov… (identified in the literature)Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…: unchecked, credence 0.55, stakes 11.7, reliance 1.0Our best estimate of…These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…: unchecked, credence 0.55, stakes 14.6, reliance 6.5These curves…When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t…: unchecked, credence 0.55, stakes 11.4When the SN and CMB…For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone.: unchecked, credence 0.55, stakes 10.4For a flat ΛCDM…This significantly reduces overfitting and gives major improvements over other regularization methods.: unchecked, credence 0.55, stakes 16.0, reliance 1.0This significantly…We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…: unchecked, credence 0.55, stakes 12.0, reliance 1.0We further demonstrate…In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller…: unchecked, credence 0.55, stakes 12.3In particular, our…This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo…: unchecked, credence 0.55, stakes 10.4This individual-connec…These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…: unchecked, credence 0.55, stakes 12.1, reliance 2.0These parcels had…We find that rs-fcMRI patterns show sharp transitions in correlation patterns and that these putative areal boundaries…: unchecked, credence 0.55, stakes 10.3, reliance 1.0We find that rs-fcMRI…These graphs contain many subgraphs in good agreement with known functional brain systems.: unchecked, credence 0.55, stakes 13.1, reliance 1.0These graphs contain…One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…: unchecked, credence 0.55, stakes 14.5, reliance 1.5One network consists…Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor…: unchecked, credence 0.55, stakes 10.5Residual relationships…Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…: unchecked, credence 0.55, stakes 14.3, reliance 1.0Time courses of low…Specifically, many long-distance correlations are decreased by subject motion, whereas many short-distance correlations…: unchecked, credence 0.55, stakes 13.0Specifically, many…Additionally, combining surface-based analysis techniques with image processing algorithms allows automated mapping of…: unchecked, credence 0.55, stakes 10.3, reliance 1.0Additionally…Furthermore, unlike in the Pantheon analysis, we include light curves for SNe with z < 0.01 such that SN systematic cov…: unchecked, credence 0.55, stakes 11.5, reliance 2.0Furthermore, unlike…For a flat w 0 CDM model, we measure w 0 = −0.90 ± 0.14 from SNe Ia alone, H 0 = 73.5 ± 1.1 km s −1 Mpc −1 when includi…: unchecked, credence 0.55, stakes 10.4For a flat w 0 CDM…

● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable

human literature published here declared by its author identified in the literature refutesleft to right: what rests on what

size: stakes, by area; the largest here 16.0

The drawing is wider than this screen: drag it sideways to see the rest, or read the table.

Every claim drawn, as a table (152 more are not drawn)
ClaimStatusCheckableCredenceUseStakesRests on
Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…○ uncheckedyes0.55011.7These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…○ uncheckedyes0.55014.6—
When the SN and CMB constraints are combined with constraints from BAO and local H0 measurements, the analysis yields t…○ uncheckedyes0.55011.4Our best estimate of 73.24+/-1.74 km/sec/Mpc combines the anchors NGC4258, MW, and LMC, and includes systematic errors…, These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
For a flat ΛCDM model, we find Ω M = 0.334 ± 0.018 from SNe Ia alone.○ uncheckedyes0.55010.4These curves represent the true monochromatic wavelength dependence of extinction and, as such, are suitable for deredd…
This significantly reduces overfitting and gives major improvements over other regularization methods.○ uncheckedyes0.55016.0—
We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…○ uncheckedyes0.55012.0—
In particular, our EfficientNet-B7 achieves state-of-the-art 84.3% top-1 accuracy on ImageNet, while being 8.4x smaller…○ uncheckedyes0.55012.3This significantly reduces overfitting and gives major improvements over other regularization methods., We further demonstrate that SE blocks bring significant improvements in performance for existing state-of-the-art CNNs…
This individual-connectome approach revealed several new types of spatial and organizational variability in brain netwo…○ uncheckedyes0.55010.4These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…, We find that rs-fcMRI patterns show sharp transitions in correlation patterns and that these putative areal boundaries…
These parcels had highly homogenous RSFC patterns, indicating that they contained one unique RSFC signal; furthermore,…○ uncheckedyes0.55012.1—
We find that rs-fcMRI patterns show sharp transitions in correlation patterns and that these putative areal boundaries…○ uncheckedyes0.55010.3—
These graphs contain many subgraphs in good agreement with known functional brain systems.○ uncheckedyes0.55013.1One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…
One network consists of regions routinely exhibiting task-related activations and the other of regions routinely exhibi…○ uncheckedyes0.55014.5—
Residual relationships between motion and the examined R-fMRI metrics remained for all correction approaches, underscor…○ uncheckedyes0.55010.5Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…
Time courses of low frequency (<0.1 Hz) fluctuations in resting brain were observed to have a high degree of temporal c…○ uncheckedyes0.55014.3—
Specifically, many long-distance correlations are decreased by subject motion, whereas many short-distance correlations…○ uncheckedyes0.55013.0Additionally, combining surface-based analysis techniques with image processing algorithms allows automated mapping of…
Additionally, combining surface-based analysis techniques with image processing algorithms allows automated mapping of…○ uncheckedyes0.55010.3—
Furthermore, unlike in the Pantheon analysis, we include light curves for SNe with z < 0.01 such that SN systematic cov…○ uncheckedyes0.55011.5—
For a flat w 0 CDM model, we measure w 0 = −0.90 ± 0.14 from SNe Ia alone, H 0 = 73.5 ± 1.1 km s −1 Mpc −1 when includi…○ uncheckedyes0.55010.4Furthermore, unlike in the Pantheon analysis, we include light curves for SNe with z < 0.01 such that SN systematic cov…

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