analysis: compare three CLLN scaling endpoints

4 files changed, 1210 insertions, 1783 deletions

diff --git a/results/coupled_ladder/p1_scaling_analysis.json b/results/coupled_ladder/p1_scaling_analysis.json
index 4d4866a..d06c232 100644
--- a/results/coupled_ladder/p1_scaling_analysis.json
+++ b/results/coupled_ladder/p1_scaling_analysis.json
@@ -4,6 +4,7 @@
   "bootstrap": {
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     "seed": 20260829,
     "interval": "percentile 95%"
@@ -746,7 +747,8 @@
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+    "metric": "classification_error",
+    "y_axis": "final classification error excess over clean",
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@@ -769,6 +771,58 @@
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+  "excess_error_auc_scaling": {
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+    "metric": "classification_error_auc",
+    "y_axis": "classification error AUC excess over clean",
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+    "relative_reduction_valid_bootstrap_fraction": 0.88435
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+  "excess_stable_failure_scaling": {
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+    "metric": "reached_stable_zero_error",
+    "y_axis": "stable failure fraction excess over clean",
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+    "static_calibration_slope_95ci": [
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+    "sdil_slope_95ci": [
+      -0.16871445018618145,
+      0.24817940612006928
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+    "paired_slope_difference": 0.1252149074040996,
+    "paired_slope_difference_95ci": [
+      -0.08086274712223154,
+      0.33129256193043083
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+    "relative_slope_reduction_percent": 71.6124350290559,
+    "relative_slope_reduction_95ci": [
+      -50.860158714747875,
+      597.0884428984873
+    ],
+    "relative_reduction_valid_bootstrap_fraction": 0.87555
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     "clean": [
       {
diff --git a/results/figs/figure_clln_scaling_pilot.pdf b/results/figs/figure_clln_scaling_pilot.pdf
index 07e1e1b..0a2c184 100644
--- a/results/figs/figure_clln_scaling_pilot.pdf
+++ b/results/figs/figure_clln_scaling_pilot.pdf
diff --git a/results/figs/figure_clln_scaling_pilot.png b/results/figs/figure_clln_scaling_pilot.png
index df77b47..b5cfa05 100644
--- a/results/figs/figure_clln_scaling_pilot.png
+++ b/results/figs/figure_clln_scaling_pilot.png
diff --git a/results/figs/figure_clln_scaling_pilot.svg b/results/figs/figure_clln_scaling_pilot.svg
index c1c1a18..f7b3440 100644
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