From a4ed0b282cc52b36cc77d9b0b796b349abe3fc44 Mon Sep 17 00:00:00 2001
From: stephanebonnevay <stephane.bonnevay@lizeo-group.com>
Date: Thu, 5 Jun 2025 07:31:21 +0200
Subject: [PATCH] Readme

---
 figures/mp/mp_payoff_ConstHT.svg     | 296 +++++++++++--------
 figures/mp/mp_prediction_ConstHT.svg | 421 ++++++++++++++++-----------
 src/mp/mp_draw_constant.py           |   6 +-
 3 files changed, 424 insertions(+), 299 deletions(-)

diff --git a/figures/mp/mp_payoff_ConstHT.svg b/figures/mp/mp_payoff_ConstHT.svg
index 23e6ade..26c4e55 100644
--- a/figures/mp/mp_payoff_ConstHT.svg
+++ b/figures/mp/mp_payoff_ConstHT.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2025-06-04T06:37:23.509786</dc:date>
+    <dc:date>2025-06-05T07:30:06.699788</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -39,7 +39,7 @@ z
    </g>
    <g id="FillBetweenPolyCollection_1">
     <defs>
-     <path id="mac89f2b09b" d="M 108 -324.423147 
+     <path id="m408e2eb5d7" d="M 108 -324.423147 
 L 108 -226.280853 
 L 182.4 -253.503694 
 L 256.8 -199.966762 
@@ -64,13 +64,13 @@ L 108 -324.423147
 z
 " style="stroke: #5862ed; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p42788a46c2)">
-     <use xlink:href="#mac89f2b09b" x="0" y="504" style="fill: #5862ed; fill-opacity: 0.2; stroke: #5862ed; stroke-opacity: 0.2"/>
+    <g clip-path="url(#p27c1c7be16)">
+     <use xlink:href="#m408e2eb5d7" x="0" y="504" style="fill: #5862ed; fill-opacity: 0.2; stroke: #5862ed; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_2">
     <defs>
-     <path id="m0ef465fe3a" d="M 108 -298.993238 
+     <path id="m82d1ac0b65" d="M 108 -298.993238 
 L 108 -199.966762 
 L 182.4 -392.946457 
 L 256.8 -443.52 
@@ -95,13 +95,13 @@ L 108 -298.993238
 z
 " style="stroke: #7abaff; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p42788a46c2)">
-     <use xlink:href="#m0ef465fe3a" x="0" y="504" style="fill: #7abaff; fill-opacity: 0.2; stroke: #7abaff; stroke-opacity: 0.2"/>
+    <g clip-path="url(#p27c1c7be16)">
+     <use xlink:href="#m82d1ac0b65" x="0" y="504" style="fill: #7abaff; fill-opacity: 0.2; stroke: #7abaff; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_3">
     <defs>
-     <path id="m2f015bbe8d" d="M 108 -324.423147 
+     <path id="m3bedc40901" d="M 108 -324.423147 
 L 108 -226.280853 
 L 182.4 -156.057485 
 L 256.8 -174.536853 
@@ -126,13 +126,13 @@ L 108 -324.423147
 z
 " style="stroke: #32a68c; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p42788a46c2)">
-     <use xlink:href="#m2f015bbe8d" x="0" y="504" style="fill: #32a68c; fill-opacity: 0.2; stroke: #32a68c; stroke-opacity: 0.2"/>
+    <g clip-path="url(#p27c1c7be16)">
+     <use xlink:href="#m3bedc40901" x="0" y="504" style="fill: #32a68c; fill-opacity: 0.2; stroke: #32a68c; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_4">
     <defs>
-     <path id="m720727b822" d="M 108 -298.993238 
+     <path id="m0358ce90b1" d="M 108 -298.993238 
 L 108 -199.966762 
 L 182.4 -73.521471 
 L 256.8 -274.563241 
@@ -157,13 +157,13 @@ L 108 -298.993238
 z
 " style="stroke: #ff6941; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p42788a46c2)">
-     <use xlink:href="#m720727b822" x="0" y="504" style="fill: #ff6941; fill-opacity: 0.2; stroke: #ff6941; stroke-opacity: 0.2"/>
+    <g clip-path="url(#p27c1c7be16)">
+     <use xlink:href="#m0358ce90b1" x="0" y="504" style="fill: #ff6941; fill-opacity: 0.2; stroke: #ff6941; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_5">
     <defs>
-     <path id="mac71ff3990" d="M 108 -298.993238 
+     <path id="m8d33a57ef4" d="M 108 -298.993238 
 L 108 -199.966762 
 L 182.4 -83.215011 
 L 256.8 -260.459381 
@@ -188,8 +188,8 @@ L 108 -298.993238
 z
 " style="stroke: #c02942; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p42788a46c2)">
-     <use xlink:href="#mac71ff3990" x="0" y="504" style="fill: #c02942; fill-opacity: 0.2; stroke: #c02942; stroke-opacity: 0.2"/>
+    <g clip-path="url(#p27c1c7be16)">
+     <use xlink:href="#m8d33a57ef4" x="0" y="504" style="fill: #c02942; fill-opacity: 0.2; stroke: #c02942; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="matplotlib.axis_1">
@@ -197,16 +197,16 @@ z
      <g id="line2d_1">
       <path d="M 108 448.56 
 L 108 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_2">
       <defs>
-       <path id="mca515a3f75" d="M 0 0 
+       <path id="m036dcdfb81" d="M 0 0 
 L 0 3.5 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#mca515a3f75" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_1">
@@ -236,11 +236,11 @@ z
      <g id="line2d_3">
       <path d="M 182.4 448.56 
 L 182.4 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_4">
       <g>
-       <use xlink:href="#mca515a3f75" x="182.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="182.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_2">
@@ -280,11 +280,11 @@ z
      <g id="line2d_5">
       <path d="M 256.8 448.56 
 L 256.8 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_6">
       <g>
-       <use xlink:href="#mca515a3f75" x="256.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="256.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -332,11 +332,11 @@ z
      <g id="line2d_7">
       <path d="M 331.2 448.56 
 L 331.2 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_8">
       <g>
-       <use xlink:href="#mca515a3f75" x="331.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="331.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -371,11 +371,11 @@ z
      <g id="line2d_9">
       <path d="M 405.6 448.56 
 L 405.6 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_10">
       <g>
-       <use xlink:href="#mca515a3f75" x="405.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="405.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -416,11 +416,11 @@ z
      <g id="line2d_11">
       <path d="M 480 448.56 
 L 480 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_12">
       <g>
-       <use xlink:href="#mca515a3f75" x="480" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="480" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_6">
@@ -466,11 +466,11 @@ z
      <g id="line2d_13">
       <path d="M 554.4 448.56 
 L 554.4 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_14">
       <g>
-       <use xlink:href="#mca515a3f75" x="554.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="554.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_7">
@@ -496,11 +496,11 @@ z
      <g id="line2d_15">
       <path d="M 628.8 448.56 
 L 628.8 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_16">
       <g>
-       <use xlink:href="#mca515a3f75" x="628.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="628.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_8">
@@ -555,11 +555,11 @@ z
      <g id="line2d_17">
       <path d="M 703.2 448.56 
 L 703.2 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_18">
       <g>
-       <use xlink:href="#mca515a3f75" x="703.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="703.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_9">
@@ -605,11 +605,11 @@ z
      <g id="line2d_19">
       <path d="M 777.6 448.56 
 L 777.6 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_20">
       <g>
-       <use xlink:href="#mca515a3f75" x="777.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m036dcdfb81" x="777.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_10">
@@ -896,16 +896,16 @@ z
      <g id="line2d_21">
       <path d="M 108 448.56 
 L 777.6 448.56 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_22">
       <defs>
-       <path id="md8d5ce7c54" d="M 0 0 
+       <path id="mfc7ef64793" d="M 0 0 
 L -3.5 0 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_12">
@@ -939,11 +939,11 @@ z
      <g id="line2d_23">
       <path d="M 108 400.05 
 L 777.6 400.05 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_24">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="400.05" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="400.05" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_13">
@@ -961,11 +961,11 @@ L 777.6 400.05
      <g id="line2d_25">
       <path d="M 108 351.54 
 L 777.6 351.54 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_26">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="351.54" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="351.54" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_14">
@@ -983,11 +983,11 @@ L 777.6 351.54
      <g id="line2d_27">
       <path d="M 108 303.03 
 L 777.6 303.03 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_28">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="303.03" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="303.03" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_15">
@@ -1005,11 +1005,11 @@ L 777.6 303.03
      <g id="line2d_29">
       <path d="M 108 254.52 
 L 777.6 254.52 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_30">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="254.52" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="254.52" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_16">
@@ -1026,11 +1026,11 @@ L 777.6 254.52
      <g id="line2d_31">
       <path d="M 108 206.01 
 L 777.6 206.01 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_32">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="206.01" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="206.01" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_17">
@@ -1047,11 +1047,11 @@ L 777.6 206.01
      <g id="line2d_33">
       <path d="M 108 157.5 
 L 777.6 157.5 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_34">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="157.5" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="157.5" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_18">
@@ -1068,11 +1068,11 @@ L 777.6 157.5
      <g id="line2d_35">
       <path d="M 108 108.99 
 L 777.6 108.99 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_36">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="108.99" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="108.99" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_19">
@@ -1089,11 +1089,11 @@ L 777.6 108.99
      <g id="line2d_37">
       <path d="M 108 60.48 
 L 777.6 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_38">
       <g>
-       <use xlink:href="#md8d5ce7c54" x="108" y="60.48" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mfc7ef64793" x="108" y="60.48" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_20">
@@ -1340,7 +1340,7 @@ L 554.4 215.712
 L 628.8 189.84 
 L 703.2 260.988 
 L 777.6 183.372 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke-dasharray: 9.6,2.4,1.5,2.4; stroke-dashoffset: 0; stroke: #5862ed; stroke-width: 1.5"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke-dasharray: 9.6,2.4,1.5,2.4; stroke-dashoffset: 0; stroke: #5862ed; stroke-width: 1.5"/>
    </g>
    <g id="line2d_40">
     <path d="M 108 254.52 
@@ -1353,7 +1353,7 @@ L 554.4 60.48
 L 628.8 60.48 
 L 703.2 60.48 
 L 777.6 60.48 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #7abaff; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #7abaff; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_41">
     <path d="M 108 228.648 
@@ -1366,7 +1366,7 @@ L 554.4 267.456
 L 628.8 241.584 
 L 703.2 215.712 
 L 777.6 196.308 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #32a68c; stroke-width: 1.5"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #32a68c; stroke-width: 1.5"/>
    </g>
    <g id="line2d_42">
     <path d="M 108 254.52 
@@ -1379,7 +1379,7 @@ L 554.4 286.86
 L 628.8 248.052 
 L 703.2 351.54 
 L 777.6 248.052 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke: #ff6941; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke: #ff6941; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_43">
     <path d="M 108 254.52 
@@ -1392,7 +1392,7 @@ L 554.4 73.416
 L 628.8 73.416 
 L 703.2 79.884 
 L 777.6 73.416 
-" clip-path="url(#p42788a46c2)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c02942; stroke-width: 1.5"/>
+" clip-path="url(#p27c1c7be16)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c02942; stroke-width: 1.5"/>
    </g>
    <g id="patch_3">
     <path d="M 108 448.56 
@@ -1416,7 +1416,7 @@ L 777.6 60.48
    </g>
    <g id="text_22">
     <!-- MP: Average Points Earned per Round against Constant Behaviour (95% CI) -->
-    <g transform="translate(272.725313 54.48) scale(0.12 -0.12)">
+    <g transform="translate(216.665625 54.48) scale(0.12 -0.12)">
      <defs>
       <path id="DejaVuSans-4d" d="M 628 4666 
 L 1569 4666 
@@ -1473,28 +1473,76 @@ Q 2594 391 2855 752
 Q 3116 1113 3116 1747 
 z
 " transform="scale(0.015625)"/>
-      <path id="DejaVuSans-79" d="M 2059 -325 
-Q 1816 -950 1584 -1140 
-Q 1353 -1331 966 -1331 
-L 506 -1331 
-L 506 -850 
-L 844 -850 
-Q 1081 -850 1212 -737 
-Q 1344 -625 1503 -206 
-L 1606 56 
-L 191 3500 
-L 800 3500 
-L 1894 763 
-L 2988 3500 
-L 3597 3500 
-L 2059 -325 
+      <path id="DejaVuSans-43" d="M 4122 4306 
+L 4122 3641 
+Q 3803 3938 3442 4084 
+Q 3081 4231 2675 4231 
+Q 1875 4231 1450 3742 
+Q 1025 3253 1025 2328 
+Q 1025 1406 1450 917 
+Q 1875 428 2675 428 
+Q 3081 428 3442 575 
+Q 3803 722 4122 1019 
+L 4122 359 
+Q 3791 134 3420 21 
+Q 3050 -91 2638 -91 
+Q 1578 -91 968 557 
+Q 359 1206 359 2328 
+Q 359 3453 968 4101 
+Q 1578 4750 2638 4750 
+Q 3056 4750 3426 4639 
+Q 3797 4528 4122 4306 
 z
 " transform="scale(0.015625)"/>
-      <path id="DejaVuSans-6c" d="M 603 4863 
-L 1178 4863 
-L 1178 0 
-L 603 0 
-L 603 4863 
+      <path id="DejaVuSans-42" d="M 1259 2228 
+L 1259 519 
+L 2272 519 
+Q 2781 519 3026 730 
+Q 3272 941 3272 1375 
+Q 3272 1813 3026 2020 
+Q 2781 2228 2272 2228 
+L 1259 2228 
+z
+M 1259 4147 
+L 1259 2741 
+L 2194 2741 
+Q 2656 2741 2882 2914 
+Q 3109 3088 3109 3444 
+Q 3109 3797 2882 3972 
+Q 2656 4147 2194 4147 
+L 1259 4147 
+z
+M 628 4666 
+L 2241 4666 
+Q 2963 4666 3353 4366 
+Q 3744 4066 3744 3513 
+Q 3744 3084 3544 2831 
+Q 3344 2578 2956 2516 
+Q 3422 2416 3680 2098 
+Q 3938 1781 3938 1306 
+Q 3938 681 3513 340 
+Q 3088 0 2303 0 
+L 628 0 
+L 628 4666 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-68" d="M 3513 2113 
+L 3513 0 
+L 2938 0 
+L 2938 2094 
+Q 2938 2591 2744 2837 
+Q 2550 3084 2163 3084 
+Q 1697 3084 1428 2787 
+Q 1159 2491 1159 1978 
+L 1159 0 
+L 581 0 
+L 581 4863 
+L 1159 4863 
+L 1159 2956 
+Q 1366 3272 1645 3428 
+Q 1925 3584 2291 3584 
+Q 2894 3584 3203 3211 
+Q 3513 2838 3513 2113 
 z
 " transform="scale(0.015625)"/>
       <path id="DejaVuSans-28" d="M 1984 4856 
@@ -1556,27 +1604,6 @@ Q 353 2894 353 3481
 Q 353 4063 643 4406 
 Q 934 4750 1428 4750 
 z
-" transform="scale(0.015625)"/>
-      <path id="DejaVuSans-43" d="M 4122 4306 
-L 4122 3641 
-Q 3803 3938 3442 4084 
-Q 3081 4231 2675 4231 
-Q 1875 4231 1450 3742 
-Q 1025 3253 1025 2328 
-Q 1025 1406 1450 917 
-Q 1875 428 2675 428 
-Q 3081 428 3442 575 
-Q 3803 722 4122 1019 
-L 4122 359 
-Q 3791 134 3420 21 
-Q 3050 -91 2638 -91 
-Q 1578 -91 968 557 
-Q 359 1206 359 2328 
-Q 359 3453 968 4101 
-Q 1578 4750 2638 4750 
-Q 3056 4750 3426 4639 
-Q 3797 4528 4122 4306 
-z
 " transform="scale(0.015625)"/>
       <path id="DejaVuSans-49" d="M 628 4666 
 L 1259 4666 
@@ -1635,23 +1662,41 @@ z
      <use xlink:href="#DejaVuSans-6e" transform="translate(1758.029297 0)"/>
      <use xlink:href="#DejaVuSans-64" transform="translate(1821.408203 0)"/>
      <use xlink:href="#DejaVuSans-20" transform="translate(1884.884766 0)"/>
-     <use xlink:href="#DejaVuSans-62" transform="translate(1916.671875 0)"/>
-     <use xlink:href="#DejaVuSans-79" transform="translate(1980.148438 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(2039.328125 0)"/>
-     <use xlink:href="#DejaVuSans-4d" transform="translate(2071.115234 0)"/>
-     <use xlink:href="#DejaVuSans-6f" transform="translate(2157.394531 0)"/>
-     <use xlink:href="#DejaVuSans-64" transform="translate(2218.576172 0)"/>
-     <use xlink:href="#DejaVuSans-65" transform="translate(2282.052734 0)"/>
-     <use xlink:href="#DejaVuSans-6c" transform="translate(2343.576172 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(2371.359375 0)"/>
-     <use xlink:href="#DejaVuSans-28" transform="translate(2403.146484 0)"/>
-     <use xlink:href="#DejaVuSans-39" transform="translate(2442.160156 0)"/>
-     <use xlink:href="#DejaVuSans-35" transform="translate(2505.783203 0)"/>
-     <use xlink:href="#DejaVuSans-25" transform="translate(2569.40625 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(2664.425781 0)"/>
-     <use xlink:href="#DejaVuSans-43" transform="translate(2696.212891 0)"/>
-     <use xlink:href="#DejaVuSans-49" transform="translate(2766.037109 0)"/>
-     <use xlink:href="#DejaVuSans-29" transform="translate(2795.529297 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(1916.671875 0)"/>
+     <use xlink:href="#DejaVuSans-67" transform="translate(1977.951172 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(2041.427734 0)"/>
+     <use xlink:href="#DejaVuSans-69" transform="translate(2102.707031 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(2130.490234 0)"/>
+     <use xlink:href="#DejaVuSans-73" transform="translate(2193.869141 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2245.96875 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(2285.177734 0)"/>
+     <use xlink:href="#DejaVuSans-43" transform="translate(2316.964844 0)"/>
+     <use xlink:href="#DejaVuSans-6f" transform="translate(2386.789062 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(2447.970703 0)"/>
+     <use xlink:href="#DejaVuSans-73" transform="translate(2511.349609 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2563.449219 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(2602.658203 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(2663.9375 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2727.316406 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(2766.525391 0)"/>
+     <use xlink:href="#DejaVuSans-42" transform="translate(2798.3125 0)"/>
+     <use xlink:href="#DejaVuSans-65" transform="translate(2866.916016 0)"/>
+     <use xlink:href="#DejaVuSans-68" transform="translate(2928.439453 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(2991.818359 0)"/>
+     <use xlink:href="#DejaVuSans-76" transform="translate(3053.097656 0)"/>
+     <use xlink:href="#DejaVuSans-69" transform="translate(3112.277344 0)"/>
+     <use xlink:href="#DejaVuSans-6f" transform="translate(3140.060547 0)"/>
+     <use xlink:href="#DejaVuSans-75" transform="translate(3201.242188 0)"/>
+     <use xlink:href="#DejaVuSans-72" transform="translate(3264.621094 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(3305.734375 0)"/>
+     <use xlink:href="#DejaVuSans-28" transform="translate(3337.521484 0)"/>
+     <use xlink:href="#DejaVuSans-39" transform="translate(3376.535156 0)"/>
+     <use xlink:href="#DejaVuSans-35" transform="translate(3440.158203 0)"/>
+     <use xlink:href="#DejaVuSans-25" transform="translate(3503.78125 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(3598.800781 0)"/>
+     <use xlink:href="#DejaVuSans-43" transform="translate(3630.587891 0)"/>
+     <use xlink:href="#DejaVuSans-49" transform="translate(3700.412109 0)"/>
+     <use xlink:href="#DejaVuSans-29" transform="translate(3729.904297 0)"/>
     </g>
    </g>
    <g id="legend_1">
@@ -1777,6 +1822,15 @@ L 619.725 102.934687
     <g id="text_25">
      <!-- llama3 -->
      <g transform="translate(627.725 106.434687) scale(0.1 -0.1)">
+      <defs>
+       <path id="DejaVuSans-6c" d="M 603 4863 
+L 1178 4863 
+L 1178 0 
+L 603 0 
+L 603 4863 
+z
+" transform="scale(0.015625)"/>
+      </defs>
       <use xlink:href="#DejaVuSans-6c"/>
       <use xlink:href="#DejaVuSans-6c" transform="translate(27.783203 0)"/>
       <use xlink:href="#DejaVuSans-61" transform="translate(55.566406 0)"/>
@@ -1857,7 +1911,7 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="p42788a46c2">
+  <clipPath id="p27c1c7be16">
    <rect x="108" y="60.48" width="669.6" height="388.08"/>
   </clipPath>
  </defs>
diff --git a/figures/mp/mp_prediction_ConstHT.svg b/figures/mp/mp_prediction_ConstHT.svg
index 24bcfa7..dfafdd0 100644
--- a/figures/mp/mp_prediction_ConstHT.svg
+++ b/figures/mp/mp_prediction_ConstHT.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2025-06-04T06:37:23.721166</dc:date>
+    <dc:date>2025-06-05T07:30:07.018141</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -39,7 +39,7 @@ z
    </g>
    <g id="FillBetweenPolyCollection_1">
     <defs>
-     <path id="m0ea8093eab" d="M 108 -268.679095 
+     <path id="mc5dc742ffc" d="M 108 -268.679095 
 L 108 -174.840905 
 L 182.4 -343.700448 
 L 256.8 -368.173836 
@@ -64,13 +64,13 @@ L 108 -268.679095
 z
 " style="stroke: #5862ed; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p8368f173c9)">
-     <use xlink:href="#m0ea8093eab" x="0" y="504" style="fill: #5862ed; fill-opacity: 0.2; stroke: #5862ed; stroke-opacity: 0.2"/>
+    <g clip-path="url(#pb4a2a7eecf)">
+     <use xlink:href="#mc5dc742ffc" x="0" y="504" style="fill: #5862ed; fill-opacity: 0.2; stroke: #5862ed; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_2">
     <defs>
-     <path id="m665189c68e" d="M 108 -55.44 
+     <path id="mab0cc6a7f1" d="M 108 -55.44 
 L 108 -55.44 
 L 182.4 -386.005409 
 L 256.8 -425.04 
@@ -95,13 +95,13 @@ L 108 -55.44
 z
 " style="stroke: #7abaff; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p8368f173c9)">
-     <use xlink:href="#m665189c68e" x="0" y="504" style="fill: #7abaff; fill-opacity: 0.2; stroke: #7abaff; stroke-opacity: 0.2"/>
+    <g clip-path="url(#pb4a2a7eecf)">
+     <use xlink:href="#mab0cc6a7f1" x="0" y="504" style="fill: #7abaff; fill-opacity: 0.2; stroke: #7abaff; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_3">
     <defs>
-     <path id="m0120b4aa23" d="M 108 -255.935916 
+     <path id="m32faba9095" d="M 108 -255.935916 
 L 108 -162.944084 
 L 182.4 -306.106389 
 L 256.8 -298.910948 
@@ -126,13 +126,13 @@ L 108 -255.935916
 z
 " style="stroke: #32a68c; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p8368f173c9)">
-     <use xlink:href="#m0120b4aa23" x="0" y="504" style="fill: #32a68c; fill-opacity: 0.2; stroke: #32a68c; stroke-opacity: 0.2"/>
+    <g clip-path="url(#pb4a2a7eecf)">
+     <use xlink:href="#m32faba9095" x="0" y="504" style="fill: #32a68c; fill-opacity: 0.2; stroke: #32a68c; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_4">
     <defs>
-     <path id="m74a6855152" d="M 108 -305.639095 
+     <path id="m80da967931" d="M 108 -305.639095 
 L 108 -211.800905 
 L 182.4 -218.145574 
 L 256.8 -151.266176 
@@ -157,13 +157,13 @@ L 108 -305.639095
 z
 " style="stroke: #ff6941; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p8368f173c9)">
-     <use xlink:href="#m74a6855152" x="0" y="504" style="fill: #ff6941; fill-opacity: 0.2; stroke: #ff6941; stroke-opacity: 0.2"/>
+    <g clip-path="url(#pb4a2a7eecf)">
+     <use xlink:href="#m80da967931" x="0" y="504" style="fill: #ff6941; fill-opacity: 0.2; stroke: #ff6941; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="FillBetweenPolyCollection_5">
     <defs>
-     <path id="m2641d221bb" d="M 108 -293.52926 
+     <path id="m469a9c3c6e" d="M 108 -293.52926 
 L 108 -199.27074 
 L 182.4 -425.04 
 L 256.8 -425.04 
@@ -188,8 +188,8 @@ L 108 -293.52926
 z
 " style="stroke: #c02942; stroke-opacity: 0.2"/>
     </defs>
-    <g clip-path="url(#p8368f173c9)">
-     <use xlink:href="#m2641d221bb" x="0" y="504" style="fill: #c02942; fill-opacity: 0.2; stroke: #c02942; stroke-opacity: 0.2"/>
+    <g clip-path="url(#pb4a2a7eecf)">
+     <use xlink:href="#m469a9c3c6e" x="0" y="504" style="fill: #c02942; fill-opacity: 0.2; stroke: #c02942; stroke-opacity: 0.2"/>
     </g>
    </g>
    <g id="matplotlib.axis_1">
@@ -197,16 +197,16 @@ z
      <g id="line2d_1">
       <path d="M 108 448.56 
 L 108 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_2">
       <defs>
-       <path id="ma4be578d26" d="M 0 0 
+       <path id="mf22462511c" d="M 0 0 
 L 0 3.5 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#ma4be578d26" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_1">
@@ -236,11 +236,11 @@ z
      <g id="line2d_3">
       <path d="M 182.4 448.56 
 L 182.4 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_4">
       <g>
-       <use xlink:href="#ma4be578d26" x="182.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="182.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_2">
@@ -280,11 +280,11 @@ z
      <g id="line2d_5">
       <path d="M 256.8 448.56 
 L 256.8 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_6">
       <g>
-       <use xlink:href="#ma4be578d26" x="256.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="256.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -332,11 +332,11 @@ z
      <g id="line2d_7">
       <path d="M 331.2 448.56 
 L 331.2 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_8">
       <g>
-       <use xlink:href="#ma4be578d26" x="331.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="331.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -371,11 +371,11 @@ z
      <g id="line2d_9">
       <path d="M 405.6 448.56 
 L 405.6 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_10">
       <g>
-       <use xlink:href="#ma4be578d26" x="405.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="405.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -416,11 +416,11 @@ z
      <g id="line2d_11">
       <path d="M 480 448.56 
 L 480 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_12">
       <g>
-       <use xlink:href="#ma4be578d26" x="480" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="480" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_6">
@@ -466,11 +466,11 @@ z
      <g id="line2d_13">
       <path d="M 554.4 448.56 
 L 554.4 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_14">
       <g>
-       <use xlink:href="#ma4be578d26" x="554.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="554.4" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_7">
@@ -496,11 +496,11 @@ z
      <g id="line2d_15">
       <path d="M 628.8 448.56 
 L 628.8 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_16">
       <g>
-       <use xlink:href="#ma4be578d26" x="628.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="628.8" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_8">
@@ -555,11 +555,11 @@ z
      <g id="line2d_17">
       <path d="M 703.2 448.56 
 L 703.2 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_18">
       <g>
-       <use xlink:href="#ma4be578d26" x="703.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="703.2" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_9">
@@ -605,11 +605,11 @@ z
      <g id="line2d_19">
       <path d="M 777.6 448.56 
 L 777.6 60.48 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_20">
       <g>
-       <use xlink:href="#ma4be578d26" x="777.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mf22462511c" x="777.6" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_10">
@@ -896,16 +896,16 @@ z
      <g id="line2d_21">
       <path d="M 108 448.56 
 L 777.6 448.56 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_22">
       <defs>
-       <path id="mb2f906ab9f" d="M 0 0 
+       <path id="m355fcaea0e" d="M 0 0 
 L -3.5 0 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="448.56" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_12">
@@ -930,11 +930,11 @@ z
      <g id="line2d_23">
       <path d="M 108 374.64 
 L 777.6 374.64 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_24">
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="374.64" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="374.64" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_13">
@@ -950,11 +950,11 @@ L 777.6 374.64
      <g id="line2d_25">
       <path d="M 108 300.72 
 L 777.6 300.72 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_26">
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="300.72" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="300.72" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_14">
@@ -970,11 +970,11 @@ L 777.6 300.72
      <g id="line2d_27">
       <path d="M 108 226.8 
 L 777.6 226.8 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_28">
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="226.8" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="226.8" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_15">
@@ -990,11 +990,11 @@ L 777.6 226.8
      <g id="line2d_29">
       <path d="M 108 152.88 
 L 777.6 152.88 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_30">
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="152.88" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="152.88" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_16">
@@ -1010,11 +1010,11 @@ L 777.6 152.88
      <g id="line2d_31">
       <path d="M 108 78.96 
 L 777.6 78.96 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square"/>
      </g>
      <g id="line2d_32">
       <g>
-       <use xlink:href="#mb2f906ab9f" x="108" y="78.96" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m355fcaea0e" x="108" y="78.96" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_17">
@@ -1206,7 +1206,7 @@ L 554.4 122.08
 L 628.8 91.28 
 L 703.2 97.44 
 L 777.6 103.6 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke-dasharray: 9.6,2.4,1.5,2.4; stroke-dashoffset: 0; stroke: #5862ed; stroke-width: 1.5"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke-dasharray: 9.6,2.4,1.5,2.4; stroke-dashoffset: 0; stroke: #5862ed; stroke-width: 1.5"/>
    </g>
    <g id="line2d_34">
     <path d="M 108 448.56 
@@ -1219,7 +1219,7 @@ L 554.4 78.96
 L 628.8 78.96 
 L 703.2 78.96 
 L 777.6 78.96 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #7abaff; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #7abaff; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_35">
     <path d="M 108 294.56 
@@ -1232,7 +1232,7 @@ L 554.4 103.6
 L 628.8 97.44 
 L 703.2 97.44 
 L 777.6 97.44 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #32a68c; stroke-width: 1.5"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #32a68c; stroke-width: 1.5"/>
    </g>
    <g id="line2d_36">
     <path d="M 108 245.28 
@@ -1245,7 +1245,7 @@ L 554.4 103.6
 L 628.8 177.52 
 L 703.2 97.44 
 L 777.6 140.56 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke: #ff6941; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke: #ff6941; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_37">
     <path d="M 108 257.6 
@@ -1258,7 +1258,7 @@ L 554.4 78.96
 L 628.8 78.96 
 L 703.2 78.96 
 L 777.6 78.96 
-" clip-path="url(#p8368f173c9)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c02942; stroke-width: 1.5"/>
+" clip-path="url(#pb4a2a7eecf)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #c02942; stroke-width: 1.5"/>
    </g>
    <g id="patch_3">
     <path d="M 108 448.56 
@@ -1282,7 +1282,7 @@ L 777.6 60.48
    </g>
    <g id="text_19">
     <!-- MP: Prediction Accuracy per Round against Constant Behaviour (95% CI) -->
-    <g transform="translate(281.225625 54.48) scale(0.12 -0.12)">
+    <g transform="translate(225.165938 54.48) scale(0.12 -0.12)">
      <defs>
       <path id="DejaVuSans-4d" d="M 628 4666 
 L 1569 4666 
@@ -1339,11 +1339,151 @@ Q 2594 391 2855 752
 Q 3116 1113 3116 1747 
 z
 " transform="scale(0.015625)"/>
-      <path id="DejaVuSans-6c" d="M 603 4863 
-L 1178 4863 
-L 1178 0 
-L 603 0 
-L 603 4863 
+      <path id="DejaVuSans-67" d="M 2906 1791 
+Q 2906 2416 2648 2759 
+Q 2391 3103 1925 3103 
+Q 1463 3103 1205 2759 
+Q 947 2416 947 1791 
+Q 947 1169 1205 825 
+Q 1463 481 1925 481 
+Q 2391 481 2648 825 
+Q 2906 1169 2906 1791 
+z
+M 3481 434 
+Q 3481 -459 3084 -895 
+Q 2688 -1331 1869 -1331 
+Q 1566 -1331 1297 -1286 
+Q 1028 -1241 775 -1147 
+L 775 -588 
+Q 1028 -725 1275 -790 
+Q 1522 -856 1778 -856 
+Q 2344 -856 2625 -561 
+Q 2906 -266 2906 331 
+L 2906 616 
+Q 2728 306 2450 153 
+Q 2172 0 1784 0 
+Q 1141 0 747 490 
+Q 353 981 353 1791 
+Q 353 2603 747 3093 
+Q 1141 3584 1784 3584 
+Q 2172 3584 2450 3431 
+Q 2728 3278 2906 2969 
+L 2906 3500 
+L 3481 3500 
+L 3481 434 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-73" d="M 2834 3397 
+L 2834 2853 
+Q 2591 2978 2328 3040 
+Q 2066 3103 1784 3103 
+Q 1356 3103 1142 2972 
+Q 928 2841 928 2578 
+Q 928 2378 1081 2264 
+Q 1234 2150 1697 2047 
+L 1894 2003 
+Q 2506 1872 2764 1633 
+Q 3022 1394 3022 966 
+Q 3022 478 2636 193 
+Q 2250 -91 1575 -91 
+Q 1294 -91 989 -36 
+Q 684 19 347 128 
+L 347 722 
+Q 666 556 975 473 
+Q 1284 391 1588 391 
+Q 1994 391 2212 530 
+Q 2431 669 2431 922 
+Q 2431 1156 2273 1281 
+Q 2116 1406 1581 1522 
+L 1381 1569 
+Q 847 1681 609 1914 
+Q 372 2147 372 2553 
+Q 372 3047 722 3315 
+Q 1072 3584 1716 3584 
+Q 2034 3584 2315 3537 
+Q 2597 3491 2834 3397 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-43" d="M 4122 4306 
+L 4122 3641 
+Q 3803 3938 3442 4084 
+Q 3081 4231 2675 4231 
+Q 1875 4231 1450 3742 
+Q 1025 3253 1025 2328 
+Q 1025 1406 1450 917 
+Q 1875 428 2675 428 
+Q 3081 428 3442 575 
+Q 3803 722 4122 1019 
+L 4122 359 
+Q 3791 134 3420 21 
+Q 3050 -91 2638 -91 
+Q 1578 -91 968 557 
+Q 359 1206 359 2328 
+Q 359 3453 968 4101 
+Q 1578 4750 2638 4750 
+Q 3056 4750 3426 4639 
+Q 3797 4528 4122 4306 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-42" d="M 1259 2228 
+L 1259 519 
+L 2272 519 
+Q 2781 519 3026 730 
+Q 3272 941 3272 1375 
+Q 3272 1813 3026 2020 
+Q 2781 2228 2272 2228 
+L 1259 2228 
+z
+M 1259 4147 
+L 1259 2741 
+L 2194 2741 
+Q 2656 2741 2882 2914 
+Q 3109 3088 3109 3444 
+Q 3109 3797 2882 3972 
+Q 2656 4147 2194 4147 
+L 1259 4147 
+z
+M 628 4666 
+L 2241 4666 
+Q 2963 4666 3353 4366 
+Q 3744 4066 3744 3513 
+Q 3744 3084 3544 2831 
+Q 3344 2578 2956 2516 
+Q 3422 2416 3680 2098 
+Q 3938 1781 3938 1306 
+Q 3938 681 3513 340 
+Q 3088 0 2303 0 
+L 628 0 
+L 628 4666 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-68" d="M 3513 2113 
+L 3513 0 
+L 2938 0 
+L 2938 2094 
+Q 2938 2591 2744 2837 
+Q 2550 3084 2163 3084 
+Q 1697 3084 1428 2787 
+Q 1159 2491 1159 1978 
+L 1159 0 
+L 581 0 
+L 581 4863 
+L 1159 4863 
+L 1159 2956 
+Q 1366 3272 1645 3428 
+Q 1925 3584 2291 3584 
+Q 2894 3584 3203 3211 
+Q 3513 2838 3513 2113 
+z
+" transform="scale(0.015625)"/>
+      <path id="DejaVuSans-76" d="M 191 3500 
+L 800 3500 
+L 1894 563 
+L 2988 3500 
+L 3597 3500 
+L 2284 0 
+L 1503 0 
+L 191 3500 
 z
 " transform="scale(0.015625)"/>
       <path id="DejaVuSans-28" d="M 1984 4856 
@@ -1405,27 +1545,6 @@ Q 353 2894 353 3481
 Q 353 4063 643 4406 
 Q 934 4750 1428 4750 
 z
-" transform="scale(0.015625)"/>
-      <path id="DejaVuSans-43" d="M 4122 4306 
-L 4122 3641 
-Q 3803 3938 3442 4084 
-Q 3081 4231 2675 4231 
-Q 1875 4231 1450 3742 
-Q 1025 3253 1025 2328 
-Q 1025 1406 1450 917 
-Q 1875 428 2675 428 
-Q 3081 428 3442 575 
-Q 3803 722 4122 1019 
-L 4122 359 
-Q 3791 134 3420 21 
-Q 3050 -91 2638 -91 
-Q 1578 -91 968 557 
-Q 359 1206 359 2328 
-Q 359 3453 968 4101 
-Q 1578 4750 2638 4750 
-Q 3056 4750 3426 4639 
-Q 3797 4528 4122 4306 
-z
 " transform="scale(0.015625)"/>
       <path id="DejaVuSans-49" d="M 628 4666 
 L 1259 4666 
@@ -1482,23 +1601,41 @@ z
      <use xlink:href="#DejaVuSans-6e" transform="translate(1616.361328 0)"/>
      <use xlink:href="#DejaVuSans-64" transform="translate(1679.740234 0)"/>
      <use xlink:href="#DejaVuSans-20" transform="translate(1743.216797 0)"/>
-     <use xlink:href="#DejaVuSans-62" transform="translate(1775.003906 0)"/>
-     <use xlink:href="#DejaVuSans-79" transform="translate(1838.480469 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(1897.660156 0)"/>
-     <use xlink:href="#DejaVuSans-4d" transform="translate(1929.447266 0)"/>
-     <use xlink:href="#DejaVuSans-6f" transform="translate(2015.726562 0)"/>
-     <use xlink:href="#DejaVuSans-64" transform="translate(2076.908203 0)"/>
-     <use xlink:href="#DejaVuSans-65" transform="translate(2140.384766 0)"/>
-     <use xlink:href="#DejaVuSans-6c" transform="translate(2201.908203 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(2229.691406 0)"/>
-     <use xlink:href="#DejaVuSans-28" transform="translate(2261.478516 0)"/>
-     <use xlink:href="#DejaVuSans-39" transform="translate(2300.492188 0)"/>
-     <use xlink:href="#DejaVuSans-35" transform="translate(2364.115234 0)"/>
-     <use xlink:href="#DejaVuSans-25" transform="translate(2427.738281 0)"/>
-     <use xlink:href="#DejaVuSans-20" transform="translate(2522.757812 0)"/>
-     <use xlink:href="#DejaVuSans-43" transform="translate(2554.544922 0)"/>
-     <use xlink:href="#DejaVuSans-49" transform="translate(2624.369141 0)"/>
-     <use xlink:href="#DejaVuSans-29" transform="translate(2653.861328 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(1775.003906 0)"/>
+     <use xlink:href="#DejaVuSans-67" transform="translate(1836.283203 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(1899.759766 0)"/>
+     <use xlink:href="#DejaVuSans-69" transform="translate(1961.039062 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(1988.822266 0)"/>
+     <use xlink:href="#DejaVuSans-73" transform="translate(2052.201172 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2104.300781 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(2143.509766 0)"/>
+     <use xlink:href="#DejaVuSans-43" transform="translate(2175.296875 0)"/>
+     <use xlink:href="#DejaVuSans-6f" transform="translate(2245.121094 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(2306.302734 0)"/>
+     <use xlink:href="#DejaVuSans-73" transform="translate(2369.681641 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2421.78125 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(2460.990234 0)"/>
+     <use xlink:href="#DejaVuSans-6e" transform="translate(2522.269531 0)"/>
+     <use xlink:href="#DejaVuSans-74" transform="translate(2585.648438 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(2624.857422 0)"/>
+     <use xlink:href="#DejaVuSans-42" transform="translate(2656.644531 0)"/>
+     <use xlink:href="#DejaVuSans-65" transform="translate(2725.248047 0)"/>
+     <use xlink:href="#DejaVuSans-68" transform="translate(2786.771484 0)"/>
+     <use xlink:href="#DejaVuSans-61" transform="translate(2850.150391 0)"/>
+     <use xlink:href="#DejaVuSans-76" transform="translate(2911.429688 0)"/>
+     <use xlink:href="#DejaVuSans-69" transform="translate(2970.609375 0)"/>
+     <use xlink:href="#DejaVuSans-6f" transform="translate(2998.392578 0)"/>
+     <use xlink:href="#DejaVuSans-75" transform="translate(3059.574219 0)"/>
+     <use xlink:href="#DejaVuSans-72" transform="translate(3122.953125 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(3164.066406 0)"/>
+     <use xlink:href="#DejaVuSans-28" transform="translate(3195.853516 0)"/>
+     <use xlink:href="#DejaVuSans-39" transform="translate(3234.867188 0)"/>
+     <use xlink:href="#DejaVuSans-35" transform="translate(3298.490234 0)"/>
+     <use xlink:href="#DejaVuSans-25" transform="translate(3362.113281 0)"/>
+     <use xlink:href="#DejaVuSans-20" transform="translate(3457.132812 0)"/>
+     <use xlink:href="#DejaVuSans-43" transform="translate(3488.919922 0)"/>
+     <use xlink:href="#DejaVuSans-49" transform="translate(3558.744141 0)"/>
+     <use xlink:href="#DejaVuSans-29" transform="translate(3588.236328 0)"/>
     </g>
    </g>
    <g id="legend_1">
@@ -1525,37 +1662,6 @@ L 619.725 73.578438
      <!-- deepseek-r1 -->
      <g transform="translate(627.725 77.078438) scale(0.1 -0.1)">
       <defs>
-       <path id="DejaVuSans-73" d="M 2834 3397 
-L 2834 2853 
-Q 2591 2978 2328 3040 
-Q 2066 3103 1784 3103 
-Q 1356 3103 1142 2972 
-Q 928 2841 928 2578 
-Q 928 2378 1081 2264 
-Q 1234 2150 1697 2047 
-L 1894 2003 
-Q 2506 1872 2764 1633 
-Q 3022 1394 3022 966 
-Q 3022 478 2636 193 
-Q 2250 -91 1575 -91 
-Q 1294 -91 989 -36 
-Q 684 19 347 128 
-L 347 722 
-Q 666 556 975 473 
-Q 1284 391 1588 391 
-Q 1994 391 2212 530 
-Q 2431 669 2431 922 
-Q 2431 1156 2273 1281 
-Q 2116 1406 1581 1522 
-L 1381 1569 
-Q 847 1681 609 1914 
-Q 372 2147 372 2553 
-Q 372 3047 722 3315 
-Q 1072 3584 1716 3584 
-Q 2034 3584 2315 3537 
-Q 2597 3491 2834 3397 
-z
-" transform="scale(0.015625)"/>
        <path id="DejaVuSans-6b" d="M 581 4863 
 L 1159 4863 
 L 1159 1991 
@@ -1601,50 +1707,6 @@ L 619.725 88.256563
      <!-- gpt-4.5-preview-2025-02-27 -->
      <g transform="translate(627.725 91.756563) scale(0.1 -0.1)">
       <defs>
-       <path id="DejaVuSans-67" d="M 2906 1791 
-Q 2906 2416 2648 2759 
-Q 2391 3103 1925 3103 
-Q 1463 3103 1205 2759 
-Q 947 2416 947 1791 
-Q 947 1169 1205 825 
-Q 1463 481 1925 481 
-Q 2391 481 2648 825 
-Q 2906 1169 2906 1791 
-z
-M 3481 434 
-Q 3481 -459 3084 -895 
-Q 2688 -1331 1869 -1331 
-Q 1566 -1331 1297 -1286 
-Q 1028 -1241 775 -1147 
-L 775 -588 
-Q 1028 -725 1275 -790 
-Q 1522 -856 1778 -856 
-Q 2344 -856 2625 -561 
-Q 2906 -266 2906 331 
-L 2906 616 
-Q 2728 306 2450 153 
-Q 2172 0 1784 0 
-Q 1141 0 747 490 
-Q 353 981 353 1791 
-Q 353 2603 747 3093 
-Q 1141 3584 1784 3584 
-Q 2172 3584 2450 3431 
-Q 2728 3278 2906 2969 
-L 2906 3500 
-L 3481 3500 
-L 3481 434 
-z
-" transform="scale(0.015625)"/>
-       <path id="DejaVuSans-76" d="M 191 3500 
-L 800 3500 
-L 1894 563 
-L 2988 3500 
-L 3597 3500 
-L 2284 0 
-L 1503 0 
-L 191 3500 
-z
-" transform="scale(0.015625)"/>
        <path id="DejaVuSans-77" d="M 269 3500 
 L 844 3500 
 L 1563 769 
@@ -1699,6 +1761,15 @@ L 619.725 102.934687
     <g id="text_22">
      <!-- llama3 -->
      <g transform="translate(627.725 106.434687) scale(0.1 -0.1)">
+      <defs>
+       <path id="DejaVuSans-6c" d="M 603 4863 
+L 1178 4863 
+L 1178 0 
+L 603 0 
+L 603 4863 
+z
+" transform="scale(0.015625)"/>
+      </defs>
       <use xlink:href="#DejaVuSans-6c"/>
       <use xlink:href="#DejaVuSans-6c" transform="translate(27.783203 0)"/>
       <use xlink:href="#DejaVuSans-61" transform="translate(55.566406 0)"/>
@@ -1779,7 +1850,7 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="p8368f173c9">
+  <clipPath id="pb4a2a7eecf">
    <rect x="108" y="60.48" width="669.6" height="388.08"/>
   </clipPath>
  </defs>
diff --git a/src/mp/mp_draw_constant.py b/src/mp/mp_draw_constant.py
index ec7a7f1..f4a5e9b 100644
--- a/src/mp/mp_draw_constant.py
+++ b/src/mp/mp_draw_constant.py
@@ -16,7 +16,7 @@ df["outcomeRound"] = df["outcomeRound"].astype(float)
 df["predictionRound"] = df.get("predictionRound", 0).fillna(0).astype(float)
 
 # Filter opponent strategies
-opponent_strategies = ["H-T", "T-H"] #"always_head", "always_tail"]
+opponent_strategies = ["always_head", "always_tail"]
 df_filtered = df[df["opponentStrategy"].isin(opponent_strategies)].copy()
 
 # Plot settings
@@ -69,7 +69,7 @@ def plot_metric(metric: str, ylabel: str, title: str, filename: str, ylim: tuple
 plot_metric(
     metric="outcomeRound",
     ylabel="Average Points Earned",
-    title="MP: Average Points Earned per Round by Model (95% CI)",
+    title="MP: Average Points Earned per Round against Constant Behaviour (95% CI)",
     filename="mp_payoff.svg",
     ylim=(-1, 1)
 )
@@ -78,7 +78,7 @@ plot_metric(
 plot_metric(
     metric="predictionRound",
     ylabel="Prediction Accuracy",
-    title="MP: Prediction Accuracy per Round by Model (95% CI)",
+    title="MP: Prediction Accuracy per Round against Constant Behaviour (95% CI)",
     filename="mp_prediction.svg",
     ylim=(0, 1.05)
 )
-- 
GitLab