diff --git a/tests/testthat/_snaps/snapshots.md b/tests/testthat/_snaps/snapshots.md
new file mode 100644
index 000000000..1514afa65
--- /dev/null
+++ b/tests/testthat/_snaps/snapshots.md
@@ -0,0 +1,1250 @@
+# flatline_forecaster snapshots
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.1393442, 0.103199, 0.3121244, 0.4218461, 0.7319844, 
+    0.1975426), .pred_distn = structure(list(structure(list(values = c("5%" = 0, 
+    "95%" = 0.34820911), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.31206391), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.10325949, 
+    "95%" = 0.52098931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.21298119, "95%" = 0.63071101), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.52311949, 
+    "95%" = 0.94084931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.40640751), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr"))), class = c("distribution", "vctrs_vctr", "list"
+    )), forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(18999, 18999, 
+    18999, 18999, 18999, 18999), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.1393442, 0.103199, 0.3121244, 0.4218461, 0.7319844, 
+    0.1975426), .pred_distn = structure(list(structure(list(values = c("5%" = 0.084583345, 
+    "95%" = 0.194105055), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.048438145, "95%" = 0.157959855), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.257363545, 
+    "95%" = 0.366885255), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.367085245, "95%" = 0.476606955), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.677223545, 
+    "95%" = 0.786745255), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.142781745, "95%" = 0.252303455), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr"))), class = c("distribution", "vctrs_vctr", "list"
+    )), forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(18993, 18993, 
+    18993, 18993, 18993, 18993), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.1393442, 0.103199, 0.3121244, 0.4218461, 0.7319844, 
+    0.1975426), .pred_distn = structure(list(structure(list(values = c("5%" = 0, 
+    "95%" = 0.34820911), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.31206391), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.10325949, 
+    "95%" = 0.52098931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.21298119, "95%" = 0.63071101), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.52311949, 
+    "95%" = 0.94084931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.40640751), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr"))), class = c("distribution", "vctrs_vctr", "list"
+    )), forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(18999, 18999, 
+    18999, 18999, 18999, 18999), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.1393442, 0.103199, 0.3121244, 0.4218461, 0.7319844, 
+    0.1975426), .pred_distn = structure(list(structure(list(values = c("5%" = 0, 
+    "95%" = 0.34820911), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.31206391), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.10325949, 
+    "95%" = 0.52098931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0.21298119, "95%" = 0.63071101), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("5%" = 0.52311949, 
+    "95%" = 0.94084931), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("5%" = 0, "95%" = 0.40640751), quantile_levels = c(0.05, 
+        0.95)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr"))), class = c("distribution", "vctrs_vctr", "list"
+    )), forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(19000, 19000, 
+    19000, 19000, 19000, 19000), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+# cdc_baseline_forecaster snapshots
+
+    structure(list(geo_value = c("ca", "ca", "ca", "ca", "ca", "fl", 
+    "fl", "fl", "fl", "fl", "ga", "ga", "ga", "ga", "ga", "ny", "ny", 
+    "ny", "ny", "ny", "pa", "pa", "pa", "pa", "pa", "tx", "tx", "tx", 
+    "tx", "tx"), .pred = c(0.1393442, 0.1393442, 0.1393442, 0.1393442, 
+    0.1393442, 0.103199, 0.103199, 0.103199, 0.103199, 0.103199, 
+    0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.4218461, 
+    0.4218461, 0.4218461, 0.4218461, 0.4218461, 0.7319844, 0.7319844, 
+    0.7319844, 0.7319844, 0.7319844, 0.1975426, 0.1975426, 0.1975426, 
+    0.1975426, 0.1975426), ahead = c(1L, 2L, 3L, 4L, 5L, 1L, 2L, 
+    3L, 4L, 5L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 
+    4L, 5L, 1L, 2L, 3L, 4L, 5L), .pred_distn = structure(list(structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.05519342, 
+        "15%" = 0.082372705, "20%" = 0.0936219, "25%" = 0.1048711, 
+        "30%" = 0.1157573, "35%" = 0.12317806, "40%" = 0.1302723, 
+        "45%" = 0.1353526, "50%" = 0.1393442, "55%" = 0.1433358, 
+        "60%" = 0.1484161, "65%" = 0.15551034, "70%" = 0.1629311, 
+        "75%" = 0.1738173, "80%" = 0.1850665, "85%" = 0.196315695, 
+        "90%" = 0.22349498, "95%" = 0.309768685, "97.5%" = 0.3567520625, 
+        "99%" = 0.439580229), quantile_levels = c(0.01, 0.025, 0.05, 
+        0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 
+        0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0335550493877939, 
+        "20%" = 0.0604073208819088, "25%" = 0.0796881899581496, "30%" = 0.0945180888333883, 
+        "35%" = 0.107218788833388, "40%" = 0.118830788833388, "45%" = 0.129717088833388, 
+        "50%" = 0.1393442, "55%" = 0.148949488833388, "60%" = 0.159110072060821, 
+        "65%" = 0.171080110623306, "70%" = 0.184009705322953, "75%" = 0.19866346102411, 
+        "80%" = 0.218798896615666, "85%" = 0.250961850618106, "90%" = 0.300471354816148, 
+        "95%" = 0.368582781136862, "97.5%" = 0.43909595699107, "99%" = 0.520101234797705
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0310685196688967, "25%" = 0.0565901050435504, "30%" = 0.0768417663716637, 
+        "35%" = 0.0947104815343153, "40%" = 0.110553706525765, "45%" = 0.125192081534315, 
+        "50%" = 0.1393442, "55%" = 0.153133424194392, "60%" = 0.167807181271713, 
+        "65%" = 0.183769310145952, "70%" = 0.202099979390294, "75%" = 0.224139947221972, 
+        "80%" = 0.252840918770688, "85%" = 0.291417895572206, "90%" = 0.341073550318203, 
+        "95%" = 0.420604597710477, "97.5%" = 0.494523225410904, "99%" = 0.573647294116801
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.00623643594225938, "25%" = 0.0360877950479505, 
+        "30%" = 0.0604332430739307, "35%" = 0.0824028153516535, "40%" = 0.102509343235732, 
+        "45%" = 0.121439405653606, "50%" = 0.1393442, "55%" = 0.15780837904264, 
+        "60%" = 0.176333479766098, "65%" = 0.1971089199637, "70%" = 0.219859545844459, 
+        "75%" = 0.246500872561225, "80%" = 0.279163385675357, "85%" = 0.320379296602716, 
+        "90%" = 0.374497727839579, "95%" = 0.458894379633346, "97.5%" = 0.535545067037845, 
+        "99%" = 0.628776504364044), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0.0192048017017668, "30%" = 0.0478501821296211, 
+        "35%" = 0.0723167026720766, "40%" = 0.0958385084225842, "45%" = 0.11812331897399, 
+        "50%" = 0.1393442, "55%" = 0.161074539705197, "60%" = 0.184026763327133, 
+        "65%" = 0.207844848454635, "70%" = 0.23407004803228, "75%" = 0.265166265836908, 
+        "80%" = 0.302137478236883, "85%" = 0.346008752873429, "90%" = 0.403205598400084, 
+        "95%" = 0.495260096430714, "97.5%" = 0.574198142463125, "99%" = 0.672941852619816
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.016465765, 
+        "20%" = 0.03549514, "25%" = 0.05225675, "30%" = 0.0644172, 
+        "35%" = 0.0749343000000001, "40%" = 0.0847941, "45%" = 0.0966258, 
+        "50%" = 0.103199, "55%" = 0.1097722, "60%" = 0.1216039, "65%" = 0.1314637, 
+        "70%" = 0.1419808, "75%" = 0.15414125, "80%" = 0.17090286, 
+        "85%" = 0.189932235, "90%" = 0.22848398, "95%" = 0.30542311, 
+        "97.5%" = 0.40216399, "99%" = 0.512353658), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0.00331296053340532, 
+    "25%" = 0.0234804643776438, "30%" = 0.0414109089650896, "35%" = 0.0579040140087902, 
+    "40%" = 0.0738391473860739, "45%" = 0.0882882738549385, "50%" = 0.103199, 
+    "55%" = 0.118522737211872, "60%" = 0.134217143129031, "65%" = 0.15174910202592, 
+    "70%" = 0.17076597900759, "75%" = 0.192368859892349, "80%" = 0.218887, 
+    "85%" = 0.254338497855279, "90%" = 0.307871753369934, "95%" = 0.407530532639726, 
+    "97.5%" = 0.506824682189646, "99%" = 0.607973477267732), quantile_levels = c(0.01, 
+    0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 
+    0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99
+    )), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0, "30%" = 0.0185864520320203, 
+    "35%" = 0.0411215858914089, "40%" = 0.062281046686267, "45%" = 0.0828222124563246, 
+    "50%" = 0.103199, "55%" = 0.123575888447284, "60%" = 0.144785989158292, 
+    "65%" = 0.167277039342293, "70%" = 0.192536265178252, "75%" = 0.221677797769728, 
+    "80%" = 0.256887836856768, "85%" = 0.302366681512415, "90%" = 0.3669383199518, 
+    "95%" = 0.476508917333523, "97.5%" = 0.574293059865274, "99%" = 0.69194511433946
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0, 
+    "30%" = 0, "35%" = 0.0271019287070871, "40%" = 0.0535555494987951, 
+    "45%" = 0.0785514374097741, "50%" = 0.103199, "55%" = 0.128043832742677, 
+    "60%" = 0.154157375592856, "65%" = 0.181874602598776, "70%" = 0.212708648669987, 
+    "75%" = 0.247608381738568, "80%" = 0.289082621291513, "85%" = 0.342486159511745, 
+    "90%" = 0.41300665395314, "95%" = 0.52870334697862, "97.5%" = 0.634316186092986, 
+    "99%" = 0.767614547228429), quantile_levels = c(0.01, 0.025, 
+    0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+    0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0, "30%" = 0, "35%" = 0.0118725894981448, 
+        "40%" = 0.0439446210512103, "45%" = 0.0736366703227029, "50%" = 0.103199, 
+        "55%" = 0.133138617710077, "60%" = 0.16357656105121, "65%" = 0.19575459701827, 
+        "70%" = 0.230475760859608, "75%" = 0.269323345322203, "80%" = 0.314976554734947, 
+        "85%" = 0.373424338576786, "90%" = 0.452807955824158, "95%" = 0.578141866759416, 
+        "97.5%" = 0.690542571738594, "99%" = 0.837295153768033), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.0813658, "10%" = 0.14899276, 
+        "15%" = 0.1960782, "20%" = 0.22542314, "25%" = 0.2414296, 
+        "30%" = 0.25890318, "35%" = 0.2747762, "40%" = 0.2881148, 
+        "45%" = 0.3027873, "50%" = 0.3121244, "55%" = 0.3214615, 
+        "60%" = 0.336134, "65%" = 0.3494726, "70%" = 0.36534562, 
+        "75%" = 0.3828192, "80%" = 0.39882566, "85%" = 0.4281706, 
+        "90%" = 0.47525604, "95%" = 0.542883, "97.5%" = 0.682805397499999, 
+        "99%" = 0.798878314999999), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0706949, 
+        "15%" = 0.1267172, "20%" = 0.1667331, "25%" = 0.198582473624236, 
+        "30%" = 0.225423180397104, "35%" = 0.2494327, "40%" = 0.2707747, 
+        "45%" = 0.292116312116921, "50%" = 0.3121244, "55%" = 0.3321324, 
+        "60%" = 0.353072222341423, "65%" = 0.375089999249792, "70%" = 0.3988256, 
+        "75%" = 0.425831930221552, "80%" = 0.459232792604326, "85%" = 0.501467782274773, 
+        "90%" = 0.562188443556836, "95%" = 0.685648485782108, "97.5%" = 0.80647163752115, 
+        "99%" = 0.939224788489265), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0704696868359684, 
+        "20%" = 0.121407167925079, "25%" = 0.161930580284053, "30%" = 0.197682797539976, 
+        "35%" = 0.228361656891269, "40%" = 0.257706650923509, "45%" = 0.285717780926109, 
+        "50%" = 0.3121244, "55%" = 0.338115598498035, "60%" = 0.365749693067931, 
+        "65%" = 0.395921877240673, "70%" = 0.427437934626446, "75%" = 0.462388578749537, 
+        "80%" = 0.504066064225642, "85%" = 0.558443518811788, "90%" = 0.636013559040791, 
+        "95%" = 0.771225883005179, "97.5%" = 0.89210797204162, "99%" = 1.02314875759509
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0247190015881658, 
+        "20%" = 0.0834693973257732, "25%" = 0.131490031120311, "30%" = 0.173258318827988, 
+        "35%" = 0.211213742349423, "40%" = 0.246202447408474, "45%" = 0.279926744217642, 
+        "50%" = 0.3121244, "55%" = 0.344908347408474, "60%" = 0.378255200773608, 
+        "65%" = 0.412935547408474, "70%" = 0.45191576510605, "75%" = 0.494757615230152, 
+        "80%" = 0.545060918490786, "85%" = 0.609312182129471, "90%" = 0.69704881099591, 
+        "95%" = 0.838550239412991, "97.5%" = 0.962653262246773, "99%" = 1.11351403170759
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0501392705767058, "25%" = 0.104248897713977, "30%" = 0.151994400390804, 
+        "35%" = 0.195087767727627, "40%" = 0.235544124698047, "45%" = 0.274058107118071, 
+        "50%" = 0.3121244, "55%" = 0.350571341810268, "60%" = 0.390274666572666, 
+        "65%" = 0.43048632300908, "70%" = 0.474320393891039, "75%" = 0.523839613390634, 
+        "80%" = 0.581010268149082, "85%" = 0.652137495469405, "90%" = 0.748428674762348, 
+        "95%" = 0.898563270096551, "97.5%" = 1.03273295410124, "99%" = 1.19211145220822
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.2148017, "10%" = 0.31250597, 
+        "15%" = 0.350183905, "20%" = 0.3745639, "25%" = 0.3884161, 
+        "30%" = 0.39746621, "35%" = 0.404854, "40%" = 0.4115031, 
+        "45%" = 0.417413315, "50%" = 0.4218461, "55%" = 0.426278885, 
+        "60%" = 0.4321891, "65%" = 0.4388382, "70%" = 0.44622599, 
+        "75%" = 0.4552761, "80%" = 0.4691283, "85%" = 0.493508295, 
+        "90%" = 0.53118623, "95%" = 0.628890499999999, "97.5%" = 1.22043540499999, 
+        "99%" = 1.95905017899999), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.212369462232823, 
+        "15%" = 0.289571577546325, "20%" = 0.324446887783878, "25%" = 0.351262144469445, 
+        "30%" = 0.37087, "35%" = 0.3863844, "40%" = 0.399682509835098, 
+        "45%" = 0.411036898891089, "50%" = 0.4218461, "55%" = 0.432927818676137, 
+        "60%" = 0.444338520819208, "65%" = 0.4573077, "70%" = 0.4728222, 
+        "75%" = 0.492817749438994, "80%" = 0.519442857224172, "85%" = 0.556165331447064, 
+        "90%" = 0.635946057886079, "95%" = 1.18402232252562, "97.5%" = 1.7827032389242, 
+        "99%" = 2.5561261649726), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0413098183761837, 
+        "15%" = 0.216633655848608, "20%" = 0.28006329699657, "25%" = 0.3175577049983, 
+        "30%" = 0.345923291761818, "35%" = 0.368957399144641, "40%" = 0.38804556403724, 
+        "45%" = 0.405400893204282, "50%" = 0.4218461, "55%" = 0.43864616004845, 
+        "60%" = 0.456105937661177, "65%" = 0.475585378227632, "70%" = 0.499018124730147, 
+        "75%" = 0.5270891900114, "80%" = 0.564293444378844, "85%" = 0.630730263388634, 
+        "90%" = 0.898212235100651, "95%" = 1.53976520159876, "97.5%" = 2.08228809477582, 
+        "99%" = 2.80588762256078), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.114729892920429, 
+        "20%" = 0.227785958288583, "25%" = 0.282278878729037, "30%" = 0.320407599201492, 
+        "35%" = 0.350577823459785, "40%" = 0.376652303049231, "45%" = 0.39981364198757, 
+        "50%" = 0.4218461, "55%" = 0.444009706175862, "60%" = 0.466962725214852, 
+        "65%" = 0.493098379685547, "70%" = 0.523708407392674, "75%" = 0.562100740111401, 
+        "80%" = 0.619050517814778, "85%" = 0.754868363055733, "90%" = 1.1177263295869, 
+        "95%" = 1.76277018354499, "97.5%" = 2.37278671910076, "99%" = 2.9651652434047
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0100954501382014, 
+        "20%" = 0.165091099860099, "25%" = 0.244964334392844, "30%" = 0.294577054174442, 
+        "35%" = 0.333357739419644, "40%" = 0.365251480804308, "45%" = 0.394198909379894, 
+        "50%" = 0.4218461, "55%" = 0.449607812233022, "60%" = 0.479120513116631, 
+        "65%" = 0.511271131674317, "70%" = 0.5506402899964, "75%" = 0.60295411796593, 
+        "80%" = 0.690751300611906, "85%" = 0.913578722060166, "90%" = 1.30856988553206, 
+        "95%" = 1.94020220543606, "97.5%" = 2.57104934168037, "99%" = 3.07139639379724
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.303454977, "2.5%" = 0.3982330425, "5%" = 0.46791125, 
+        "10%" = 0.57642367, "15%" = 0.631462275, "20%" = 0.6694025, 
+        "25%" = 0.685048, "30%" = 0.69857015, "35%" = 0.7085162, 
+        "40%" = 0.71633898, "45%" = 0.7252792, "50%" = 0.7319844, 
+        "55%" = 0.7386896, "60%" = 0.74762982, "65%" = 0.7554526, 
+        "70%" = 0.76539865, "75%" = 0.7789208, "80%" = 0.7945663, 
+        "85%" = 0.832506525, "90%" = 0.88754513, "95%" = 0.99605755, 
+        "97.5%" = 1.0657357575, "99%" = 1.160513823), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0.188727136659627, 
+    "2.5%" = 0.292714653217782, "5%" = 0.380882595473705, "10%" = 0.476427609604196, 
+    "15%" = 0.5464739, "20%" = 0.6001155, "25%" = 0.636506664263643, 
+    "30%" = 0.6638148, "35%" = 0.684726301742618, "40%" = 0.701811, 
+    "45%" = 0.7174565, "50%" = 0.7319844, "55%" = 0.7465124, "60%" = 0.7621578, 
+    "65%" = 0.779322149415794, "70%" = 0.800154, "75%" = 0.826981204292293, 
+    "80%" = 0.8649709, "85%" = 0.918345662372574, "90%" = 0.987315641681917, 
+    "95%" = 1.08210087899389, "97.5%" = 1.17564510102166, "99%" = 1.27428433325155
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0.0928040444059739, 
+    "2.5%" = 0.212569233904214, "5%" = 0.310718449102641, "10%" = 0.418013562853928, 
+    "15%" = 0.489917936424114, "20%" = 0.546885925424654, "25%" = 0.593410228218282, 
+    "30%" = 0.631406259421094, "35%" = 0.661579628218282, "40%" = 0.687282906872069, 
+    "45%" = 0.710456666258662, "50%" = 0.7319844, "55%" = 0.754131389282943, 
+    "60%" = 0.776685628218282, "65%" = 0.802388976168662, "70%" = 0.832758896293562, 
+    "75%" = 0.869440928218282, "80%" = 0.916359694097141, "85%" = 0.97403912794778, 
+    "90%" = 1.04529048496565, "95%" = 1.15710382277548, "97.5%" = 1.25675656404419, 
+    "99%" = 1.37098330871205), quantile_levels = c(0.01, 0.025, 0.05, 
+    0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 
+    0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.0108404989744699, "2.5%" = 0.144337973117581, 
+        "5%" = 0.250292371898569, "10%" = 0.367310419323293, "15%" = 0.44444044802193, 
+        "20%" = 0.506592035751958, "25%" = 0.558428768125431, "30%" = 0.602035095628756, 
+        "35%" = 0.64112383905529, "40%" = 0.674354964141041, "45%" = 0.703707875219752, 
+        "50%" = 0.7319844, "55%" = 0.760702196782168, "60%" = 0.789758264058441, 
+        "65%" = 0.823427572594726, "70%" = 0.860294897090771, "75%" = 0.904032120658957, 
+        "80%" = 0.955736581115011, "85%" = 1.0165945004053, "90%" = 1.09529786576616, 
+        "95%" = 1.21614421175967, "97.5%" = 1.32331604019295, "99%" = 1.45293812780298
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0.0783919019408445, "5%" = 0.19440762901709, 
+        "10%" = 0.323264916745368, "15%" = 0.407999619319143, "20%" = 0.474764568463685, 
+        "25%" = 0.530890671381964, "30%" = 0.580852443909739, "35%" = 0.623441748828038, 
+        "40%" = 0.661393469870099, "45%" = 0.69827126098506, "50%" = 0.7319844, 
+        "55%" = 0.766440770218252, "60%" = 0.802260162496625, "65%" = 0.840536805657307, 
+        "70%" = 0.883133954556946, "75%" = 0.931565607767828, "80%" = 0.98815401699637, 
+        "85%" = 1.05406790404239, "90%" = 1.138596250043, "95%" = 1.27030064370239, 
+        "97.5%" = 1.39007785503355, "99%" = 1.5343628053761), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0.012845105, "10%" = 0.07040502, "15%" = 0.09495188, "20%" = 0.12669976, 
+    "25%" = 0.1502248, "30%" = 0.1659163, "35%" = 0.1761341, "40%" = 0.18586528, 
+    "45%" = 0.191290375, "50%" = 0.1975426, "55%" = 0.203794825, 
+    "60%" = 0.20921992, "65%" = 0.2189511, "70%" = 0.2291689, "75%" = 0.2448604, 
+    "80%" = 0.26838544, "85%" = 0.30013332, "90%" = 0.32468018, "95%" = 0.382240095, 
+    "97.5%" = 0.5020427625, "99%" = 0.590302013999998), quantile_levels = c(0.01, 
+    0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 
+    0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99
+    )), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0.0133856545472455, "15%" = 0.0528330564916649, 
+    "20%" = 0.0825071163605637, "25%" = 0.107217748074731, "30%" = 0.130397558147181, 
+    "35%" = 0.151367721571716, "40%" = 0.1688357, "45%" = 0.183736649076791, 
+    "50%" = 0.1975426, "55%" = 0.2111662, "60%" = 0.226622576069161, 
+    "65%" = 0.244738709634746, "70%" = 0.265660771838618, "75%" = 0.289502, 
+    "80%" = 0.3157762, "85%" = 0.347933515877459, "90%" = 0.395446576674467, 
+    "95%" = 0.494033943284933, "97.5%" = 0.586036939413118, "99%" = 0.696507800090321
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0119984314577645, 
+    "20%" = 0.0497573816250162, "25%" = 0.081255049503995, "30%" = 0.108502307388674, 
+    "35%" = 0.132961558931189, "40%" = 0.156011650575706, "45%" = 0.177125892134071, 
+    "50%" = 0.1975426, "55%" = 0.217737120618906, "60%" = 0.239458499211792, 
+    "65%" = 0.263562581820818, "70%" = 0.289525383565136, "75%" = 0.31824420000725, 
+    "80%" = 0.351413051940519, "85%" = 0.393862560773808, "90%" = 0.453538799225292, 
+    "95%" = 0.558631806850418, "97.5%" = 0.657452391363313, "99%" = 0.767918764883928
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0.0189057930465303, 
+    "25%" = 0.0558619823820737, "30%" = 0.0885055048481483, "35%" = 0.117823094349893, 
+    "40%" = 0.145878789120691, "45%" = 0.171852417645726, "50%" = 0.1975426, 
+    "55%" = 0.222526993865839, "60%" = 0.249029206661066, "65%" = 0.27731797305948, 
+    "70%" = 0.306704680469104, "75%" = 0.340659034209842, "80%" = 0.379550761828618, 
+    "85%" = 0.429562304567396, "90%" = 0.499209921951019, "95%" = 0.612206099576094, 
+    "97.5%" = 0.713714149138691, "99%" = 0.835600324727346), quantile_levels = c(0.01, 
+    0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 
+    0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99
+    )), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0.0331956220262204, 
+    "30%" = 0.0710455499705998, "35%" = 0.105140687231072, "40%" = 0.136976315413355, 
+    "45%" = 0.167518817907279, "50%" = 0.1975426, "55%" = 0.226974062486675, 
+    "60%" = 0.257640196272163, "65%" = 0.289459502055271, "70%" = 0.323342029611596, 
+    "75%" = 0.361500312536625, "80%" = 0.407123841331413, "85%" = 0.46286764504675, 
+    "90%" = 0.538379175655057, "95%" = 0.659249503348734, "97.5%" = 0.768470658367656, 
+    "99%" = 0.898774707571334), quantile_levels = c(0.01, 0.025, 
+    0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+    0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr"))), class = c("distribution", 
+    "vctrs_vctr", "list")), forecast_date = structure(c(18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(18999, 19006, 
+    19013, 19020, 19027, 18999, 19006, 19013, 19020, 19027, 18999, 
+    19006, 19013, 19020, 19027, 18999, 19006, 19013, 19020, 19027, 
+    18999, 19006, 19013, 19020, 19027, 18999, 19006, 19013, 19020, 
+    19027), class = "Date")), row.names = c(NA, -30L), class = c("tbl_df", 
+    "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "ca", "ca", "ca", "ca", "fl", 
+    "fl", "fl", "fl", "fl", "ga", "ga", "ga", "ga", "ga", "ny", "ny", 
+    "ny", "ny", "ny", "pa", "pa", "pa", "pa", "pa", "tx", "tx", "tx", 
+    "tx", "tx"), .pred = c(0.1393442, 0.1393442, 0.1393442, 0.1393442, 
+    0.1393442, 0.103199, 0.103199, 0.103199, 0.103199, 0.103199, 
+    0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.4218461, 
+    0.4218461, 0.4218461, 0.4218461, 0.4218461, 0.7319844, 0.7319844, 
+    0.7319844, 0.7319844, 0.7319844, 0.1975426, 0.1975426, 0.1975426, 
+    0.1975426, 0.1975426), ahead = c(2L, 3L, 4L, 5L, 6L, 2L, 3L, 
+    4L, 5L, 6L, 2L, 3L, 4L, 5L, 6L, 2L, 3L, 4L, 5L, 6L, 2L, 3L, 4L, 
+    5L, 6L, 2L, 3L, 4L, 5L, 6L), .pred_distn = structure(list(structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0344362435566855, 
+        "20%" = 0.0610170086495865, "25%" = 0.0798865084778347, "30%" = 0.0944014546310463, 
+        "35%" = 0.107339121226462, "40%" = 0.11899734099851, "45%" = 0.129600408649586, 
+        "50%" = 0.1393442, "55%" = 0.149195708649586, "60%" = 0.159627982246122, 
+        "65%" = 0.170968308649587, "70%" = 0.184031805880359, "75%" = 0.198909658094331, 
+        "80%" = 0.219058736130861, "85%" = 0.250692448549235, "90%" = 0.300646382944129, 
+        "95%" = 0.368938143197633, "97.5%" = 0.440038195052124, "99%" = 0.51997011826723
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0303364052628526, "25%" = 0.0557306728227282, "30%" = 0.0766736159703596, 
+        "35%" = 0.0942284381264812, "40%" = 0.11050757203172, "45%" = 0.125214601455714, 
+        "50%" = 0.1393442, "55%" = 0.15359732398729, "60%" = 0.168500447692877, 
+        "65%" = 0.184551468093631, "70%" = 0.202926420944109, "75%" = 0.22476606802393, 
+        "80%" = 0.253070223293233, "85%" = 0.291229953951089, "90%" = 0.341963643747938, 
+        "95%" = 0.419747975311502, "97.5%" = 0.495994046054689, "99%" = 0.5748791770223
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.00603076915889168, "25%" = 0.0356039073625737, 
+        "30%" = 0.0609470811194113, "35%" = 0.0833232869645198, "40%" = 0.103265350891109, 
+        "45%" = 0.121507077706427, "50%" = 0.1393442, "55%" = 0.157305073932789, 
+        "60%" = 0.176004666813668, "65%" = 0.196866917086671, "70%" = 0.219796529731897, 
+        "75%" = 0.247137200365254, "80%" = 0.280371254591746, "85%" = 0.320842872758278, 
+        "90%" = 0.374783454750148, "95%" = 0.461368597638526, "97.5%" = 0.539683256474915, 
+        "99%" = 0.632562403391324), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0.018869505399304, "30%" = 0.0471517885822858, 
+        "35%" = 0.0732707765908659, "40%" = 0.0969223475714758, "45%" = 0.118188509171441, 
+        "50%" = 0.1393442, "55%" = 0.161036861715017, "60%" = 0.183255665579256, 
+        "65%" = 0.207206810683007, "70%" = 0.23409988698267, "75%" = 0.265549713886389, 
+        "80%" = 0.302197074524145, "85%" = 0.346715970732557, "90%" = 0.40460690801818, 
+        "95%" = 0.498076490174802, "97.5%" = 0.580016068409433, "99%" = 0.680138975526255
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0.00232218982614828, "30%" = 0.0342017690820909, 
+        "35%" = 0.062828756299263, "40%" = 0.0893725834453345, "45%" = 0.114623710996309, 
+        "50%" = 0.1393442, "55%" = 0.163790622390774, "60%" = 0.189495107256772, 
+        "65%" = 0.216754530328403, "70%" = 0.247065337260473, "75%" = 0.281410456107061, 
+        "80%" = 0.32037037400004, "85%" = 0.367018829587046, "90%" = 0.431198706165962, 
+        "95%" = 0.52829547296083, "97.5%" = 0.619021148955337, "99%" = 0.728730172315724
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.00233673672776743, "25%" = 0.0223488000000001, 
+        "30%" = 0.040304673503435, "35%" = 0.0576262998104982, "40%" = 0.0732741199141993, 
+        "45%" = 0.088455610793058, "50%" = 0.103199, "55%" = 0.118707592060121, 
+        "60%" = 0.134185928864089, "65%" = 0.151183139276793, "70%" = 0.1702454, 
+        "75%" = 0.191937, "80%" = 0.2182298, "85%" = 0.253577609846549, 
+        "90%" = 0.307351538752588, "95%" = 0.407165223924639, "97.5%" = 0.502529513927214, 
+        "99%" = 0.605582108686126), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0, "30%" = 0.0190621000375005, "35%" = 0.0420071558734088, 
+        "40%" = 0.0629230825705257, "45%" = 0.0833688260410605, "50%" = 0.103199, 
+        "55%" = 0.124118509153392, "60%" = 0.145401945823358, "65%" = 0.168667287877079, 
+        "70%" = 0.1939090000375, "75%" = 0.222597428173282, "80%" = 0.256984900377504, 
+        "85%" = 0.301709122144422, "90%" = 0.366495424858649, "95%" = 0.475152766217062, 
+        "97.5%" = 0.572497835146252, "99%" = 0.693762274318904), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0, "30%" = 0, "35%" = 0.0269530072946728, 
+        "40%" = 0.0530040092850928, "45%" = 0.0782481277003769, "50%" = 0.103199, 
+        "55%" = 0.12816325599641, "60%" = 0.154866111682517, "65%" = 0.182302899107341, 
+        "70%" = 0.213783044306043, "75%" = 0.248363904708547, "80%" = 0.28995690796288, 
+        "85%" = 0.341627908394784, "90%" = 0.413707680386504, "95%" = 0.528381820556805, 
+        "97.5%" = 0.635771182105746, "99%" = 0.77652465912812), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0, "30%" = 0, 
+    "35%" = 0.0133969262208122, "40%" = 0.0447913089328894, "45%" = 0.0739787251314013, 
+    "50%" = 0.103199, "55%" = 0.132965213784838, "60%" = 0.163644939246192, 
+    "65%" = 0.196475575572506, "70%" = 0.231647450729907, "75%" = 0.271208219491195, 
+    "80%" = 0.317741925837459, "85%" = 0.376214875186902, "90%" = 0.454693715463155, 
+    "95%" = 0.578781950822058, "97.5%" = 0.695278060333427, "99%" = 0.835521146843828
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0, 
+    "30%" = 0, "35%" = 0.000725156354313476, "40%" = 0.036290207696477, 
+    "45%" = 0.0701157049196494, "50%" = 0.103199, "55%" = 0.136581757676227, 
+    "60%" = 0.170980571439515, "65%" = 0.20778982998995, "70%" = 0.247087076718167, 
+    "75%" = 0.291689672899979, "80%" = 0.343587258527985, "85%" = 0.406717577407724, 
+    "90%" = 0.490437549306793, "95%" = 0.620305872542078, "97.5%" = 0.740730855925609, 
+    "99%" = 0.888992767585756), quantile_levels = c(0.01, 0.025, 
+    0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+    0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0701359181289814, 
+        "15%" = 0.126021564763798, "20%" = 0.165542973066331, "25%" = 0.197412078824538, 
+        "30%" = 0.2254231, "35%" = 0.24849244896414, "40%" = 0.271074448350284, 
+        "45%" = 0.292116376731667, "50%" = 0.3121244, "55%" = 0.3321324, 
+        "60%" = 0.3534741, "65%" = 0.375505591313813, "70%" = 0.4001594, 
+        "75%" = 0.4268368, "80%" = 0.459466546351464, "85%" = 0.501142770839258, 
+        "90%" = 0.562143084394445, "95%" = 0.686511993260583, "97.5%" = 0.808747521078011, 
+        "99%" = 0.936070949770187), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.00157374045240457, 
+        "15%" = 0.0698662194634446, "20%" = 0.120287640452405, "25%" = 0.16090076400914, 
+        "30%" = 0.195966561494315, "35%" = 0.227802919628796, "40%" = 0.257250456567366, 
+        "45%" = 0.284352940452404, "50%" = 0.3121244, "55%" = 0.338954445099751, 
+        "60%" = 0.366682808562485, "65%" = 0.395431772465525, "70%" = 0.428410340452405, 
+        "75%" = 0.464424683613586, "80%" = 0.505774640452405, "85%" = 0.559060310062401, 
+        "90%" = 0.635868688255882, "95%" = 0.771213743700187, "97.5%" = 0.895124744284645, 
+        "99%" = 1.02835689610128), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0203251909788099, 
+        "20%" = 0.0807941084801849, "25%" = 0.131156594663197, "30%" = 0.173483742579226, 
+        "35%" = 0.211670557196072, "40%" = 0.246244078609487, "45%" = 0.278363918673537, 
+        "50%" = 0.3121244, "55%" = 0.345057130768308, "60%" = 0.378403757196072, 
+        "65%" = 0.414130127568126, "70%" = 0.451969178608786, "75%" = 0.495598517595426, 
+        "80%" = 0.545136665227352, "85%" = 0.60807806098831, "90%" = 0.695394235571256, 
+        "95%" = 0.837130344811698, "97.5%" = 0.966111057134121, "99%" = 1.11185508502426
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0477276069251695, "25%" = 0.103509981435814, "30%" = 0.15221877094871, 
+        "35%" = 0.195952578625286, "40%" = 0.236147272793828, "45%" = 0.274650521629366, 
+        "50%" = 0.3121244, "55%" = 0.349346986282313, "60%" = 0.388561057230272, 
+        "65%" = 0.429378978625286, "70%" = 0.474721256740267, "75%" = 0.523806740641156, 
+        "80%" = 0.581962784214742, "85%" = 0.652062951302463, "90%" = 0.746838578625286, 
+        "95%" = 0.896492945755508, "97.5%" = 1.0340527654686, "99%" = 1.19219029825678
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0166039560593608, "25%" = 0.0776387168354182, "30%" = 0.132003170161801, 
+        "35%" = 0.180530886857168, "40%" = 0.22594722201882, "45%" = 0.268822337600976, 
+        "50%" = 0.3121244, "55%" = 0.354489864523245, "60%" = 0.398378553881739, 
+        "65%" = 0.444274543339083, "70%" = 0.494499388431484, "75%" = 0.548837448212482, 
+        "80%" = 0.612239188685087, "85%" = 0.690272902609576, "90%" = 0.790473599123991, 
+        "95%" = 0.950950996975469, "97.5%" = 1.09638828065763, "99%" = 1.26930966690442
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.214450885057551, 
+        "15%" = 0.288864871241312, "20%" = 0.3250653, "25%" = 0.3516615, 
+        "30%" = 0.3716087, "35%" = 0.386718885323753, "40%" = 0.399682691320713, 
+        "45%" = 0.411042976158862, "50%" = 0.4218461, "55%" = 0.4329278, 
+        "60%" = 0.444139278140181, "65%" = 0.456951313505885, "70%" = 0.4720835, 
+        "75%" = 0.4920307, "80%" = 0.518626803531635, "85%" = 0.555566110165902, 
+        "90%" = 0.636745822624727, "95%" = 1.18069710590251, "97.5%" = 1.79487371178211, 
+        "99%" = 2.55270530204625), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0412188277837779, 
+        "15%" = 0.218851219710947, "20%" = 0.281178109847399, "25%" = 0.318187061211362, 
+        "30%" = 0.346336916208562, "35%" = 0.368500427783778, "40%" = 0.387753955899259, 
+        "45%" = 0.405439627783778, "50%" = 0.4218461, "55%" = 0.438238911502765, 
+        "60%" = 0.455473161565916, "65%" = 0.474946888792488, "70%" = 0.497793222697627, 
+        "75%" = 0.526600327783778, "80%" = 0.565677321171112, "85%" = 0.632773149305243, 
+        "90%" = 0.891087255237454, "95%" = 1.53723873883164, "97.5%" = 2.07877430490449, 
+        "99%" = 2.80265665435411), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.11916637099981, 
+        "20%" = 0.229217761668717, "25%" = 0.283591182792578, "30%" = 0.32089403701397, 
+        "35%" = 0.351025234947199, "40%" = 0.376764238355684, "45%" = 0.399580647158371, 
+        "50%" = 0.4218461, "55%" = 0.44387311299288, "60%" = 0.466809871716417, 
+        "65%" = 0.493008689720547, "70%" = 0.523409488360383, "75%" = 0.563157298622986, 
+        "80%" = 0.621505313473235, "85%" = 0.756485815282202, "90%" = 1.12190615310943, 
+        "95%" = 1.76010655352564, "97.5%" = 2.36678033794496, "99%" = 2.94420631979259
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0166944520132201, 
+        "20%" = 0.165418069472795, "25%" = 0.245206977511275, "30%" = 0.294705591133411, 
+        "35%" = 0.333122440419504, "40%" = 0.365628706470365, "45%" = 0.393898304736197, 
+        "50%" = 0.4218461, "55%" = 0.449111464628896, "60%" = 0.478419567119571, 
+        "65%" = 0.511583967360174, "70%" = 0.551380591704217, "75%" = 0.602914542469175, 
+        "80%" = 0.695207681738717, "85%" = 0.912006796599716, "90%" = 1.31516316514125, 
+        "95%" = 1.94296465866439, "97.5%" = 2.56528565211139, "99%" = 3.07364144272118
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.095868346511765, "25%" = 0.20216012803078, "30%" = 0.267545492825128, 
+        "35%" = 0.314290150935209, "40%" = 0.353895445422154, "45%" = 0.388115128404834, 
+        "50%" = 0.4218461, "55%" = 0.455823761272913, "60%" = 0.49135719600286, 
+        "65%" = 0.53249009905049, "70%" = 0.582341165610556, "75%" = 0.654473427614026, 
+        "80%" = 0.784511194125441, "85%" = 1.05644872659752, "90%" = 1.47044175860169, 
+        "95%" = 2.09183984013705, "97.5%" = 2.69484857437112, "99%" = 3.1694157654766
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.189889609612846, "2.5%" = 0.28831400446517, 
+        "5%" = 0.378590156778518, "10%" = 0.474951757151471, "15%" = 0.546550271666467, 
+        "20%" = 0.599713541496415, "25%" = 0.636994072140471, "30%" = 0.663814888730087, 
+        "35%" = 0.6839305, "40%" = 0.701811, "45%" = 0.71711131701917, 
+        "50%" = 0.7319844, "55%" = 0.746512343291783, "60%" = 0.7621579, 
+        "65%" = 0.7800383, "70%" = 0.800154, "75%" = 0.826974702066021, 
+        "80%" = 0.86472325100111, "85%" = 0.918612458720487, "90%" = 0.988605006042461, 
+        "95%" = 1.08324298909714, "97.5%" = 1.1736324426019, "99%" = 1.27400190201593
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.0970521814156041, "2.5%" = 0.21019273451422, 
+        "5%" = 0.3073217, "10%" = 0.418096666577866, "15%" = 0.489016664299943, 
+        "20%" = 0.547102113575136, "25%" = 0.594490775323003, "30%" = 0.63162246104581, 
+        "35%" = 0.661579866583116, "40%" = 0.687283, "45%" = 0.709633785855109, 
+        "50%" = 0.7319844, "55%" = 0.754030577281223, "60%" = 0.776967707389074, 
+        "65%" = 0.802389, "70%" = 0.832791429272493, "75%" = 0.870576437517875, 
+        "80%" = 0.917019363782438, "85%" = 0.973069487834329, "90%" = 1.04481411391714, 
+        "95%" = 1.15502640396814, "97.5%" = 1.25613855529213, "99%" = 1.37419193312441
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.0121672025865257, "2.5%" = 0.139873460696682, 
+        "5%" = 0.245836896475015, "10%" = 0.366700877088971, "15%" = 0.445024777793378, 
+        "20%" = 0.506295707796278, "25%" = 0.557812941319663, "30%" = 0.601634091201612, 
+        "35%" = 0.639324955546405, "40%" = 0.673001603565436, "45%" = 0.702827370737707, 
+        "50%" = 0.7319844, "55%" = 0.760387153293983, "60%" = 0.790515252114921, 
+        "65%" = 0.823330663438584, "70%" = 0.86065768198682, "75%" = 0.904468070814958, 
+        "80%" = 0.954989716167962, "85%" = 1.01626566701207, "90%" = 1.09352836237872, 
+        "95%" = 1.21548452077266, "97.5%" = 1.32239947141536, "99%" = 1.46006378366371
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0.0755189873928237, "5%" = 0.192404624794198, 
+        "10%" = 0.322282766861868, "15%" = 0.409749729479745, "20%" = 0.475729034228042, 
+        "25%" = 0.531171513462134, "30%" = 0.579442333436034, "35%" = 0.623023292701627, 
+        "40%" = 0.662178609529395, "45%" = 0.697968947885378, "50%" = 0.7319844, 
+        "55%" = 0.766345465406154, "60%" = 0.80256496503135, "65%" = 0.841452466611966, 
+        "70%" = 0.884524366576965, "75%" = 0.93218174000415, "80%" = 0.988252217755677, 
+        "85%" = 1.05297410373014, "90%" = 1.13838991320473, "95%" = 1.27210128334768, 
+        "97.5%" = 1.38822119412612, "99%" = 1.53603026586717), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0.0137515321313713, 
+    "5%" = 0.140785106599616, "10%" = 0.283710273212032, "15%" = 0.374321519596796, 
+    "20%" = 0.446394180252102, "25%" = 0.505830587319873, "30%" = 0.559570052916329, 
+    "35%" = 0.606684360953109, "40%" = 0.65111343293503, "45%" = 0.692845474832798, 
+    "50%" = 0.7319844, "55%" = 0.771333743893139, "60%" = 0.812267094081241, 
+    "65%" = 0.855930534362644, "70%" = 0.903545840608706, "75%" = 0.955193592261423, 
+    "80%" = 1.01560313647486, "85%" = 1.08583632750787, "90%" = 1.17818451335943, 
+    "95%" = 1.31856131315813, "97.5%" = 1.44615719776698, "99%" = 1.60468791291453
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0.0124103998425985, "15%" = 0.0518320161167612, 
+    "20%" = 0.0822283734557346, "25%" = 0.106956582246572, "30%" = 0.130236689538895, 
+    "35%" = 0.150852198845738, "40%" = 0.168835673455735, "45%" = 0.183678547429124, 
+    "50%" = 0.1975426, "55%" = 0.211166273455735, "60%" = 0.226249473455735, 
+    "65%" = 0.243919155834858, "70%" = 0.265304527061771, "75%" = 0.289781663064881, 
+    "80%" = 0.315985067670677, "85%" = 0.347644682675627, "90%" = 0.394981842425824, 
+    "95%" = 0.491215248628636, "97.5%" = 0.584975102439074, "99%" = 0.694697494489265
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0106056685868359, 
+    "20%" = 0.0491424720812208, "25%" = 0.0803975947094471, "30%" = 0.108060576398464, 
+    "35%" = 0.133638500841809, "40%" = 0.155968088623186, "45%" = 0.177107275224252, 
+    "50%" = 0.1975426, "55%" = 0.218180906543366, "60%" = 0.239601831646016, 
+    "65%" = 0.262811949904799, "70%" = 0.28886838404664, "75%" = 0.317235975224252, 
+    "80%" = 0.350545157867879, "85%" = 0.393998327257523, "90%" = 0.454550976564066, 
+    "95%" = 0.558555075803007, "97.5%" = 0.656859449317743, "99%" = 0.763718974419534
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0.0185370189554894, 
+    "25%" = 0.0562218087603375, "30%" = 0.0890356919950198, "35%" = 0.118731362266373, 
+    "40%" = 0.146216910144001, "45%" = 0.172533896645116, "50%" = 0.1975426, 
+    "55%" = 0.223021121504065, "60%" = 0.249412654553045, "65%" = 0.277680444480195, 
+    "70%" = 0.308522683806638, "75%" = 0.342270845449704, "80%" = 0.382702709814398, 
+    "85%" = 0.433443929063141, "90%" = 0.501610622734127, "95%" = 0.614175801063261, 
+    "97.5%" = 0.715138862353848, "99%" = 0.833535553075286), quantile_levels = c(0.01, 
+    0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 
+    0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99
+    )), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0, "25%" = 0.0346528073343234, 
+    "30%" = 0.0723584880324803, "35%" = 0.106222897173122, "40%" = 0.138467941096611, 
+    "45%" = 0.167844669490445, "50%" = 0.1975426, "55%" = 0.227591504589096, 
+    "60%" = 0.258479799230192, "65%" = 0.290862843650987, "70%" = 0.325718759418194, 
+    "75%" = 0.364163081687565, "80%" = 0.409581315443156, "85%" = 0.46531554698862, 
+    "90%" = 0.54043504498905, "95%" = 0.659111642885379, "97.5%" = 0.761453612496025, 
+    "99%" = 0.889794566241181), quantile_levels = c(0.01, 0.025, 
+    0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+    0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0.0134397969692197, "30%" = 0.0557212574100741, 
+        "35%" = 0.0941597345954959, "40%" = 0.130401776157262, "45%" = 0.164200585080601, 
+        "50%" = 0.1975426, "55%" = 0.231566981332063, "60%" = 0.265597088493385, 
+        "65%" = 0.30192115798073, "70%" = 0.341652226704467, "75%" = 0.384249568152932, 
+        "80%" = 0.43541812199952, "85%" = 0.495340659591346, "90%" = 0.575765691755518, 
+        "95%" = 0.703032070294999, "97.5%" = 0.815605113815338, "99%" = 0.955488202108743
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr"))), class = c("distribution", 
+    "vctrs_vctr", "list")), forecast_date = structure(c(18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992), class = "Date"), target_date = structure(c(19006, 19013, 
+    19020, 19027, 19034, 19006, 19013, 19020, 19027, 19034, 19006, 
+    19013, 19020, 19027, 19034, 19006, 19013, 19020, 19027, 19034, 
+    19006, 19013, 19020, 19027, 19034, 19006, 19013, 19020, 19027, 
+    19034), class = "Date")), row.names = c(NA, -30L), class = c("tbl_df", 
+    "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "ca", "ca", "ca", "ca", "fl", 
+    "fl", "fl", "fl", "fl", "ga", "ga", "ga", "ga", "ga", "ny", "ny", 
+    "ny", "ny", "ny", "pa", "pa", "pa", "pa", "pa", "tx", "tx", "tx", 
+    "tx", "tx"), .pred = c(0.1393442, 0.1393442, 0.1393442, 0.1393442, 
+    0.1393442, 0.103199, 0.103199, 0.103199, 0.103199, 0.103199, 
+    0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.3121244, 0.4218461, 
+    0.4218461, 0.4218461, 0.4218461, 0.4218461, 0.7319844, 0.7319844, 
+    0.7319844, 0.7319844, 0.7319844, 0.1975426, 0.1975426, 0.1975426, 
+    0.1975426, 0.1975426), ahead = c(1L, 2L, 3L, 4L, 5L, 1L, 2L, 
+    3L, 4L, 5L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 
+    4L, 5L, 1L, 2L, 3L, 4L, 5L), .pred_distn = structure(list(structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.00812835000000001, 
+        "10%" = 0.07297428, "15%" = 0.0936219, "20%" = 0.10421786, 
+        "25%" = 0.1121285, "30%" = 0.1201118, "35%" = 0.1273693, 
+        "40%" = 0.1317238, "45%" = 0.1360783, "50%" = 0.1393442, 
+        "55%" = 0.1426101, "60%" = 0.1469646, "65%" = 0.1513191, 
+        "70%" = 0.1585766, "75%" = 0.1665599, "80%" = 0.17447054, 
+        "85%" = 0.1850665, "90%" = 0.20571412, "95%" = 0.27056005, 
+        "97.5%" = 0.313941744999999, "99%" = 0.384931126999997), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0250982954899548, 
+        "15%" = 0.0576421230361804, "20%" = 0.0776985410529105, "25%" = 0.0929731777892779, 
+        "30%" = 0.104205115094451, "35%" = 0.114209292598776, "40%" = 0.123365027741977, 
+        "45%" = 0.131496226094211, "50%" = 0.1393442, "55%" = 0.147007648291083, 
+        "60%" = 0.154990950042, "65%" = 0.16406284204392, "70%" = 0.173835548288583, 
+        "75%" = 0.185472494222942, "80%" = 0.200167568392984, "85%" = 0.221760005190952, 
+        "90%" = 0.260313716029161, "95%" = 0.318794320716957, "97.5%" = 0.376941794597195, 
+        "99%" = 0.461705276864399), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.028693230499105, 
+        "20%" = 0.055453963203632, "25%" = 0.0755679534410344, "30%" = 0.0913921813275133, 
+        "35%" = 0.104804902302573, "40%" = 0.117142722458225, "45%" = 0.128444430213702, 
+        "50%" = 0.1393442, "55%" = 0.150479535783308, "60%" = 0.161776522458225, 
+        "65%" = 0.173925041831968, "70%" = 0.187540579925299, "75%" = 0.204200618941439, 
+        "80%" = 0.225353161205212, "85%" = 0.253695961466565, "90%" = 0.294498109305393, 
+        "95%" = 0.358245879234942, "97.5%" = 0.427563795224327, "99%" = 0.501665748776186
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.00587171510650109, 
+        "20%" = 0.0364866623781238, "25%" = 0.0602683002957529, "30%" = 0.0794861096145961, 
+        "35%" = 0.0963414561651617, "40%" = 0.111439230212802, "45%" = 0.125394639614746, 
+        "50%" = 0.1393442, "55%" = 0.153216527502025, "60%" = 0.167801944181742, 
+        "65%" = 0.183359587288923, "70%" = 0.200880434888349, "75%" = 0.221656465706657, 
+        "80%" = 0.24743726609676, "85%" = 0.279449270180852, "90%" = 0.322415149384594, 
+        "95%" = 0.395367499639696, "97.5%" = 0.464904880713406, "99%" = 0.539558052669137
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.019055042091221, "25%" = 0.0457625510440105, "30%" = 0.068309473710537, 
+        "35%" = 0.087945102194822, "40%" = 0.106033592330923, "45%" = 0.123045226382564, 
+        "50%" = 0.1393442, "55%" = 0.155351600131351, "60%" = 0.172491058371384, 
+        "65%" = 0.19101350900654, "70%" = 0.211425349928599, "75%" = 0.234936300692507, 
+        "80%" = 0.264303292652126, "85%" = 0.299599722715327, "90%" = 0.346282638921389, 
+        "95%" = 0.423857010226352, "97.5%" = 0.494689091614341, "99%" = 0.577833814673327
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.00138033000000002, 
+        "15%" = 0.030893965, "20%" = 0.0479842, "25%" = 0.059815975, 
+        "30%" = 0.07118759, "35%" = 0.0815075, "40%" = 0.0926819, 
+        "45%" = 0.0992551, "50%" = 0.103199, "55%" = 0.1071429, "60%" = 0.1137161, 
+        "65%" = 0.1248905, "70%" = 0.13521041, "75%" = 0.146582025, 
+        "80%" = 0.1584138, "85%" = 0.175504035, "90%" = 0.20501767, 
+        "95%" = 0.25694586, "97.5%" = 0.335051815, "99%" = 0.436709474
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0.0179658025100251, "25%" = 0.0356060154111541, "30%" = 0.050834301692017, 
+        "35%" = 0.0650050989327893, "40%" = 0.0784417069434695, "45%" = 0.0916422518458685, 
+        "50%" = 0.103199, "55%" = 0.115251501692017, "60%" = 0.128398001692017, 
+        "65%" = 0.142201701692017, "70%" = 0.157319973859039, "75%" = 0.174980914065641, 
+        "80%" = 0.196101805086251, "85%" = 0.223989860848608, "90%" = 0.266334685464555, 
+        "95%" = 0.354050965519204, "97.5%" = 0.437948459272293, "99%" = 0.520203978940639
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0.0134241653129031, "30%" = 0.0338447112456125, 
+        "35%" = 0.052643303388484, "40%" = 0.0699345638167383, "45%" = 0.0866373614747148, 
+        "50%" = 0.103199, "55%" = 0.119627111136411, "60%" = 0.137401026927169, 
+        "65%" = 0.156056395793358, "70%" = 0.175781901322513, "75%" = 0.198564535163602, 
+        "80%" = 0.226934571881819, "85%" = 0.263862501322513, "90%" = 0.317121769745397, 
+        "95%" = 0.412419996940619, "97.5%" = 0.491470213131306, "99%" = 0.580892509639735
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0, "30%" = 0.0170903, "35%" = 0.0403385023363734, 
+        "40%" = 0.0616387632732329, "45%" = 0.0827585779094291, "50%" = 0.103199, 
+        "55%" = 0.123094939420544, "60%" = 0.14464638301663, "65%" = 0.1669589, 
+        "70%" = 0.191770645535455, "75%" = 0.220735117412174, "80%" = 0.254231042750228, 
+        "85%" = 0.296807527848978, "90%" = 0.357153759489695, "95%" = 0.45347931404539, 
+        "97.5%" = 0.538725322834228, "99%" = 0.636530647411066), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, 
+        "20%" = 0, "25%" = 0, "30%" = 0.0026415954262542, "35%" = 0.0297423239924899, 
+        "40%" = 0.0555402340406406, "45%" = 0.0792255827466275, "50%" = 0.103199, 
+        "55%" = 0.127366925585556, "60%" = 0.151700351432014, "65%" = 0.177708522618176, 
+        "70%" = 0.206088123699737, "75%" = 0.238712707453825, "80%" = 0.277708313715037, 
+        "85%" = 0.325132239647296, "90%" = 0.390468252727729, "95%" = 0.490417296529864, 
+        "97.5%" = 0.578557086846368, "99%" = 0.688679948593326), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0.0320461375000001, "5%" = 0.129384955, 
+        "10%" = 0.18940881, "15%" = 0.2200878, "20%" = 0.2427634, 
+        "25%" = 0.2587698, "30%" = 0.2734423, "35%" = 0.2841133, 
+        "40%" = 0.296118, "45%" = 0.3041212, "50%" = 0.3121244, "55%" = 0.3201276, 
+        "60%" = 0.3281308, "65%" = 0.3401355, "70%" = 0.3508065, 
+        "75%" = 0.365479, "80%" = 0.3814854, "85%" = 0.404161, "90%" = 0.43483999, 
+        "95%" = 0.494863845, "97.5%" = 0.592202662499998, "99%" = 0.737413847999994
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.0319186440152902, 
+        "10%" = 0.118606588418984, "15%" = 0.166386434627046, "20%" = 0.198884154069741, 
+        "25%" = 0.224089313858389, "30%" = 0.245418255377554, "35%" = 0.2641052, 
+        "40%" = 0.281445422925429, "45%" = 0.297451875378704, "50%" = 0.3121244, 
+        "55%" = 0.327667648091081, "60%" = 0.343487967727477, "65%" = 0.360314881408664, 
+        "70%" = 0.379575527422374, "75%" = 0.400991145952209, "80%" = 0.426605204088841, 
+        "85%" = 0.4588495, "90%" = 0.506128350755908, "95%" = 0.604640728888889, 
+        "97.5%" = 0.713520019350718, "99%" = 0.848429920658984), 
+        quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+        0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 
+        0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0628145244703447, 
+        "15%" = 0.119951261697167, "20%" = 0.161800708429584, "25%" = 0.194481529786298, 
+        "30%" = 0.221976473503235, "35%" = 0.246382528361484, "40%" = 0.268661795456855, 
+        "45%" = 0.29099237601426, "50%" = 0.3121244, "55%" = 0.332687273503235, 
+        "60%" = 0.354487379145491, "65%" = 0.376704773503235, "70%" = 0.401222379758598, 
+        "75%" = 0.428725473503235, "80%" = 0.462071908680987, "85%" = 0.503745448659536, 
+        "90%" = 0.564825512591627, "95%" = 0.677307126205362, "97.5%" = 0.788889302835928, 
+        "99%" = 0.92389000979736), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0154147362739629, 
+        "15%" = 0.0815589624901754, "20%" = 0.130419447103471, "25%" = 0.16933591200637, 
+        "30%" = 0.202296191455315, "35%" = 0.23230661698317, "40%" = 0.260103744489245, 
+        "45%" = 0.28583424396924, "50%" = 0.3121244, "55%" = 0.337226511153312, 
+        "60%" = 0.3628113, "65%" = 0.3894886, "70%" = 0.419049975899859, 
+        "75%" = 0.453339140405904, "80%" = 0.492830630339104, "85%" = 0.542883079890499, 
+        "90%" = 0.613577832767128, "95%" = 0.73571689900399, "97.5%" = 0.853844909059791, 
+        "99%" = 0.988010467319443), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0493531737111374, 
+        "20%" = 0.104172112803728, "25%" = 0.147940700281253, "30%" = 0.185518687303273, 
+        "35%" = 0.220197034594646, "40%" = 0.2521005, "45%" = 0.282477641919719, 
+        "50%" = 0.3121244, "55%" = 0.3414694, "60%" = 0.371435390499905, 
+        "65%" = 0.402230766363414, "70%" = 0.436173824348844, "75%" = 0.474579164424894, 
+        "80%" = 0.519690345185252, "85%" = 0.576673752066771, "90%" = 0.655151246845668, 
+        "95%" = 0.78520792902029, "97.5%" = 0.90968118047453, "99%" = 1.05112182091783
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.28439515, "10%" = 0.33688581, 
+        "15%" = 0.369872555, "20%" = 0.3863845, "25%" = 0.3945111, 
+        "30%" = 0.40189893, "35%" = 0.4078092, "40%" = 0.4137194, 
+        "45%" = 0.4174134, "50%" = 0.4218461, "55%" = 0.4262788, 
+        "60%" = 0.4299728, "65%" = 0.435883, "70%" = 0.44179327, 
+        "75%" = 0.4491811, "80%" = 0.4573077, "85%" = 0.473819645, 
+        "90%" = 0.50680639, "95%" = 0.55929705, "97.5%" = 0.9841905175, 
+        "99%" = 1.556671116), quantile_levels = c(0.01, 0.025, 0.05, 
+        0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 
+        0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.003694, "10%" = 0.268840486221162, 
+        "15%" = 0.320208490155752, "20%" = 0.34804029700677, "25%" = 0.368653615349654, 
+        "30%" = 0.3834292, "35%" = 0.3945111, "40%" = 0.4041153, 
+        "45%" = 0.413171785132151, "50%" = 0.4218461, "55%" = 0.430424661802068, 
+        "60%" = 0.4395769, "65%" = 0.4491812, "70%" = 0.4610017, 
+        "75%" = 0.47590450199302, "80%" = 0.497193409669697, "85%" = 0.525275921931869, 
+        "90%" = 0.57616046396334, "95%" = 0.97179808113241, "97.5%" = 1.42880557869041, 
+        "99%" = 2.00265362857685), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0.0925362072632727, 
+        "15%" = 0.270427502912579, "20%" = 0.315212102423624, "25%" = 0.343335698090731, 
+        "30%" = 0.364285966419164, "35%" = 0.381412585636556, "40%" = 0.3959887, 
+        "45%" = 0.4092868, "50%" = 0.4218461, "55%" = 0.4344055, 
+        "60%" = 0.447738051828318, "65%" = 0.4632179, "70%" = 0.480948870517105, 
+        "75%" = 0.502553166907419, "80%" = 0.531676966454865, "85%" = 0.576804782629326, 
+        "90%" = 0.776643061384413, "95%" = 1.21840177544959, "97.5%" = 1.666716830807, 
+        "99%" = 2.19163048441111), quantile_levels = c(0.01, 0.025, 
+        0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 
+        0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.186887482630176, 
+        "20%" = 0.277238777881179, "25%" = 0.317854348809488, "30%" = 0.345779327332173, 
+        "35%" = 0.367941987952029, "40%" = 0.38755201396574, "45%" = 0.405055828677287, 
+        "50%" = 0.4218461, "55%" = 0.438666668060931, "60%" = 0.456611962704227, 
+        "65%" = 0.476718028677287, "70%" = 0.499751625882259, "75%" = 0.528508989683397, 
+        "80%" = 0.569810205861059, "85%" = 0.666081219804098, "90%" = 0.934028445917159, 
+        "95%" = 1.42658287124316, "97.5%" = 1.85311957889209, "99%" = 2.30760254154095
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0845659921302213, 
+        "20%" = 0.228553649752897, "25%" = 0.289236861333113, "30%" = 0.326073140839108, 
+        "35%" = 0.354785333802038, "40%" = 0.379166830409904, "45%" = 0.401230227456875, 
+        "50%" = 0.4218461, "55%" = 0.442801275729157, "60%" = 0.465572618600986, 
+        "65%" = 0.490133389090691, "70%" = 0.520052318734487, "75%" = 0.558588500497255, 
+        "80%" = 0.62065225601836, "85%" = 0.788392143304334, "90%" = 1.05428294678997, 
+        "95%" = 1.55684044507063, "97.5%" = 2.01374350966068, "99%" = 2.37954449328776
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.33818795, "2.5%" = 0.4386877525, "5%" = 0.528816855, 
+        "10%" = 0.61252005, "15%" = 0.6626973, "20%" = 0.6816954, 
+        "25%" = 0.697340875, "30%" = 0.7085162, "35%" = 0.7152214, 
+        "40%" = 0.7208091, "45%" = 0.72745833, "50%" = 0.7319844, 
+        "55%" = 0.73651047, "60%" = 0.7431597, "65%" = 0.7487474, 
+        "70%" = 0.7554526, "75%" = 0.766627925, "80%" = 0.7822734, 
+        "85%" = 0.8012715, "90%" = 0.85144875, "95%" = 0.935151945, 
+        "97.5%" = 1.0252810475, "99%" = 1.12578085), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0.276821846502455, 
+    "2.5%" = 0.354318476867519, "5%" = 0.440270225449805, "10%" = 0.533132934163242, 
+    "15%" = 0.5900576, "20%" = 0.631102729748298, "25%" = 0.660462274661497, 
+    "30%" = 0.680831108876989, "35%" = 0.696223359635746, "40%" = 0.7096337, 
+    "45%" = 0.7219265, "50%" = 0.7319844, "55%" = 0.7431597, "60%" = 0.7543351, 
+    "65%" = 0.7677455, "70%" = 0.783391, "75%" = 0.804046832839828, 
+    "80%" = 0.833541896886769, "85%" = 0.873735298798638, "90%" = 0.929106903073231, 
+    "95%" = 1.02188617627186, "97.5%" = 1.10971107833641, "99%" = 1.18626816850867
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0.202265200637946, 
+    "2.5%" = 0.298325094034965, "5%" = 0.380907645938709, "10%" = 0.481339524857949, 
+    "15%" = 0.543219696138311, "20%" = 0.589507953775938, "25%" = 0.6258186, 
+    "30%" = 0.654874580912809, "35%" = 0.6783427, "40%" = 0.6984583, 
+    "45%" = 0.715655544727447, "50%" = 0.7319844, "55%" = 0.7487473, 
+    "60%" = 0.7666278, "65%" = 0.785715489951649, "70%" = 0.8090941, 
+    "75%" = 0.83815, "80%" = 0.873623567291473, "85%" = 0.920206978680437, 
+    "90%" = 0.98231174201862, "95%" = 1.08425930872329, "97.5%" = 1.16639411427812, 
+    "99%" = 1.25926838507547), quantile_levels = c(0.01, 0.025, 0.05, 
+    0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 
+    0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.129193504425124, "2.5%" = 0.241744300793533, 
+        "5%" = 0.331949483165032, "10%" = 0.43649858695157, "15%" = 0.504472062268773, 
+        "20%" = 0.556141464729147, "25%" = 0.597172505336053, "30%" = 0.631406591640416, 
+        "35%" = 0.660898437441874, "40%" = 0.686684727470375, "45%" = 0.709633972330423, 
+        "50%" = 0.7319844, "55%" = 0.753217699696647, "60%" = 0.77608746100351, 
+        "65%" = 0.8012715950276, "70%" = 0.830327492252422, "75%" = 0.86464477397774, 
+        "80%" = 0.906319686121761, "85%" = 0.956815387818928, "90%" = 1.02495125855129, 
+        "95%" = 1.13129413647201, "97.5%" = 1.21644533535035, "99%" = 1.32424172966634
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0.0667682979050189, "2.5%" = 0.189580042212397, 
+        "5%" = 0.290485041721667, "10%" = 0.402951609190092, "15%" = 0.475328740486855, 
+        "20%" = 0.530590906520765, "25%" = 0.575504908587586, "30%" = 0.613421932920829, 
+        "35%" = 0.647285177364573, "40%" = 0.678099283398734, "45%" = 0.70593862799773, 
+        "50%" = 0.7319844, "55%" = 0.758701322488325, "60%" = 0.786639532920829, 
+        "65%" = 0.816837200234752, "70%" = 0.850627936753767, "75%" = 0.888963924063491, 
+        "80%" = 0.933785069065791, "85%" = 0.988913131611816, "90%" = 1.06240172852619, 
+        "95%" = 1.16959624730917, "97.5%" = 1.2662008825538, "99%" = 1.38860505690239
+        ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 
+        0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 
+        0.8, 0.85, 0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", 
+    "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+        values = c("1%" = 0, "2.5%" = 0, "5%" = 0.0419413650000001, 
+        "10%" = 0.09882005, "15%" = 0.1230992, "20%" = 0.14226962, 
+        "25%" = 0.1600776, "30%" = 0.1722416, "35%" = 0.1800265, 
+        "40%" = 0.1880061, "45%" = 0.1936501, "50%" = 0.1975426, 
+        "55%" = 0.2014351, "60%" = 0.2070791, "65%" = 0.2150587, 
+        "70%" = 0.2228436, "75%" = 0.2350076, "80%" = 0.25281558, 
+        "85%" = 0.271986, "90%" = 0.29626515, "95%" = 0.353143835, 
+        "97.5%" = 0.4353357125, "99%" = 0.545314878), quantile_levels = c(0.01, 
+        0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 
+        0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 
+        0.99)), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr")), structure(list(values = c("1%" = 0, "2.5%" = 0, 
+    "5%" = 0, "10%" = 0.0438463650372504, "15%" = 0.0808594787511875, 
+    "20%" = 0.106995615813358, "25%" = 0.127478232938079, "30%" = 0.145480846633466, 
+    "35%" = 0.1610508, "40%" = 0.17461199504795, "45%" = 0.186668812203222, 
+    "50%" = 0.1975426, "55%" = 0.208428571374764, "60%" = 0.2204108, 
+    "65%" = 0.233930283744537, "70%" = 0.249894552784127, "75%" = 0.267362348440485, 
+    "80%" = 0.288755575723157, "85%" = 0.316120297580926, "90%" = 0.355450425419354, 
+    "95%" = 0.443192503687136, "97.5%" = 0.536871211931719, "99%" = 0.636344785545224
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0.00188932708477086, "15%" = 0.0470905919531195, 
+    "20%" = 0.079226864399944, "25%" = 0.105414109111591, "30%" = 0.127225815559956, 
+    "35%" = 0.146699420891509, "40%" = 0.164644114298843, "45%" = 0.18142942603581, 
+    "50%" = 0.1975426, "55%" = 0.213933119201142, "60%" = 0.231001630488804, 
+    "65%" = 0.24941229702312, "70%" = 0.269578845560456, "75%" = 0.292362546530965, 
+    "80%" = 0.319632071367214, "85%" = 0.354433951358713, "90%" = 0.406915236639266, 
+    "95%" = 0.506944745332152, "97.5%" = 0.596044605353528, "99%" = 0.695533388807317
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0.0156342454546545, 
+    "20%" = 0.0536811248488485, "25%" = 0.084228833507335, "30%" = 0.110407751354614, 
+    "35%" = 0.134410113872139, "40%" = 0.156669167575476, "45%" = 0.177701902429674, 
+    "50%" = 0.1975426, "55%" = 0.217759024165492, "60%" = 0.238897316673167, 
+    "65%" = 0.261484572608426, "70%" = 0.286120039498095, "75%" = 0.313065324705997, 
+    "80%" = 0.345395334882349, "85%" = 0.386811116673167, "90%" = 0.44780805303823, 
+    "95%" = 0.550781846423163, "97.5%" = 0.644984940689833, "99%" = 0.752937731654986
+    ), quantile_levels = c(0.01, 0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 
+    0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 
+    0.9, 0.95, 0.975, 0.99)), class = c("dist_quantiles", "dist_default", 
+    "vctrs_rcrd", "vctrs_vctr")), structure(list(values = c("1%" = 0, 
+    "2.5%" = 0, "5%" = 0, "10%" = 0, "15%" = 0, "20%" = 0.0290260214229144, 
+    "25%" = 0.0653218111708617, "30%" = 0.0966336637233373, "35%" = 0.124670861123061, 
+    "40%" = 0.149775978614687, "45%" = 0.174275935467055, "50%" = 0.1975426, 
+    "55%" = 0.221291415429954, "60%" = 0.246723385601356, "65%" = 0.273144383515685, 
+    "70%" = 0.30101566402084, "75%" = 0.33204051788793, "80%" = 0.369730347126771, 
+    "85%" = 0.416909038104281, "90%" = 0.481925596660567, "95%" = 0.58989871202142, 
+    "97.5%" = 0.688635568252056, "99%" = 0.803906183401304), quantile_levels = c(0.01, 
+    0.025, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 
+    0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 0.975, 0.99
+    )), class = c("dist_quantiles", "dist_default", "vctrs_rcrd", 
+    "vctrs_vctr"))), class = c("distribution", "vctrs_vctr", "list"
+    )), forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+    18992, 18992, 18992, 18992, 18992, 18992, 18992), class = "Date"), 
+        target_date = structure(c(18997, 19002, 19007, 19012, 19017, 
+        18997, 19002, 19007, 19012, 19017, 18997, 19002, 19007, 19012, 
+        19017, 18997, 19002, 19007, 19012, 19017, 18997, 19002, 19007, 
+        19012, 19017, 18997, 19002, 19007, 19012, 19017), class = "Date")), row.names = c(NA, 
+    -30L), class = c("tbl_df", "tbl", "data.frame"))
+
+# arx_forecaster snapshots
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.353013358779434, 0.648525432444876, 0.667670289394328, 
+    1.1418673907239, 0.830448695683588, 0.329799431948648), .pred_distn = structure(list(
+        structure(list(values = c("5%" = 0.171022956902287, "95%" = 0.535003760656581
+        ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.466535030567729, "95%" = 0.830515834322023
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.485679887517181, "95%" = 0.849660691271475
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.959876988846752, "95%" = 1.32385779260105
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.648458293806441, "95%" = 1.01243909756074
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.147809030071501, "95%" = 0.511789833825795
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr"))), class = c("distribution", 
+    "vctrs_vctr", "list")), forecast_date = structure(c(18992, 18992, 
+    18992, 18992, 18992, 18992), class = "Date"), target_date = structure(c(18999, 
+    18999, 18999, 18999, 18999, 18999), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+---
+
+    structure(list(geo_value = c("ca", "fl", "ga", "ny", "pa", "tx"
+    ), .pred = c(0.149303403634372, 0.139764664505947, 0.333186321066645, 
+    0.470345577837144, 0.725986105412009, 0.212686665274006), .pred_distn = structure(list(
+        structure(list(values = c("5%" = 0.0961118191398626, "95%" = 0.202494988128881
+        ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.0865730800114376, "95%" = 0.192956249000456
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.279994736572135, "95%" = 0.386377905561154
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.417153993342635, "95%" = 0.523537162331653
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.672794520917499, "95%" = 0.779177689906518
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr")), structure(list(
+            values = c("5%" = 0.159495080779497, "95%" = 0.265878249768516
+            ), quantile_levels = c(0.05, 0.95)), class = c("dist_quantiles", 
+        "dist_default", "vctrs_rcrd", "vctrs_vctr"))), class = c("distribution", 
+    "vctrs_vctr", "list")), forecast_date = structure(c(18992, 18992, 
+    18992, 18992, 18992, 18992), class = "Date"), target_date = structure(c(18993, 
+    18993, 18993, 18993, 18993, 18993), class = "Date")), row.names = c(NA, 
+    -6L), class = c("tbl_df", "tbl", "data.frame"))
+
+# arx_classifier snapshots
+
+    structure(list(geo_value = c("ak", "al", "ar", "az", "ca", "co", 
+    "ct", "dc", "de", "fl", "ga", "gu", "hi", "ia", "id", "il", "in", 
+    "ks", "ky", "la", "ma", "me", "mi", "mn", "mo", "mp", "ms", "mt", 
+    "nc", "nd", "ne", "nh", "nj", "nm", "nv", "ny", "oh", "ok", "or", 
+    "pa", "pr", "ri", "sc", "sd", "tn", "tx", "ut", "va", "vt", "wa", 
+    "wi", "wv", "wy"), .pred_class = structure(c(1L, 1L, 1L, 1L, 
+    1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
+    1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
+    1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
+    1L), levels = c("(-Inf,0.25]", "(0.25, Inf]"), class = "factor"), 
+        forecast_date = structure(c(18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 18992, 
+        18992, 18992, 18992), class = "Date"), target_date = structure(c(18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 18999, 
+        18999, 18999, 18999, 18999, 18999, 18999, 18999), class = "Date")), row.names = c(NA, 
+    -53L), class = c("tbl_df", "tbl", "data.frame"))
+
diff --git a/tests/testthat/test-snapshots.R b/tests/testthat/test-snapshots.R
new file mode 100644
index 000000000..d624a4c21
--- /dev/null
+++ b/tests/testthat/test-snapshots.R
@@ -0,0 +1,81 @@
+train_data <- jhu_csse_daily_subset
+expect_snapshot_tibble <- function(x) {
+  expect_snapshot_value(x, style = "deparse", cran = FALSE)
+}
+
+test_that("flatline_forecaster snapshots", {
+  # Let's make a few forecasts using different settings and snapshot them
+  flat1 <- flatline_forecaster(train_data, "death_rate_7d_av")
+  expect_snapshot_tibble(flat1$predictions)
+
+  flat2 <- flatline_forecaster(
+    train_data, "death_rate_7d_av",
+    args_list = flatline_args_list(ahead = 1L)
+  )
+  expect_snapshot_tibble(flat2$predictions)
+
+  flat3 <- flatline_forecaster(
+    train_data, "death_rate_7d_av",
+    args_list = flatline_args_list(
+      forecast_date = as.Date("2021-12-31")
+    )
+  )
+  expect_snapshot_tibble(flat3$predictions)
+
+  flat4 <- flatline_forecaster(
+    train_data, "death_rate_7d_av",
+    args_list = flatline_args_list(
+      target_date = as.Date("2022-01-01"),
+    )
+  )
+  expect_snapshot_tibble(flat4$predictions)
+})
+
+test_that("cdc_baseline_forecaster snapshots", {
+  set.seed(1234)
+  cdc1 <- cdc_baseline_forecaster(train_data, "death_rate_7d_av")
+  expect_snapshot_tibble(cdc1$predictions)
+
+  cdc2 <- cdc_baseline_forecaster(
+    train_data, "death_rate_7d_av",
+    args_list = cdc_baseline_args_list(aheads = 2:6)
+  )
+  expect_snapshot_tibble(cdc2$predictions)
+
+  cdc3 <- cdc_baseline_forecaster(
+    train_data, "death_rate_7d_av",
+    args_list = cdc_baseline_args_list(
+      data_frequency = "5 days",
+    )
+  )
+  expect_snapshot_tibble(cdc3$predictions)
+})
+
+test_that("arx_forecaster snapshots", {
+  arx1 <- arx_forecaster(
+    train_data,
+    "death_rate_7d_av",
+    c("death_rate_7d_av", "case_rate_7d_av")
+  )
+  expect_snapshot_tibble(arx1$predictions)
+
+  arx2 <- arx_forecaster(
+    train_data,
+    "death_rate_7d_av",
+    c("death_rate_7d_av", "case_rate_7d_av"),
+    args_list = arx_args_list(
+      ahead = 1L
+    )
+  )
+  expect_snapshot_tibble(arx2$predictions)
+})
+
+test_that("arx_classifier snapshots", {
+  arc1 <- arx_classifier(
+    case_death_rate_subset %>%
+      dplyr::filter(time_value >= as.Date("2021-11-01")),
+    "death_rate",
+    c("case_rate", "death_rate")
+  )
+  expect_snapshot_tibble(arc1$predictions)
+})