621 files changed, 15 insertions, 8 deletions

diff --git a/results/classifier/deepseek-r1:32b/categories.csv b/results/classifier/deepseek-r1:32b/categories.csv
index a66597726..157a3848a 100644
--- a/results/classifier/deepseek-r1:32b/categories.csv
+++ b/results/classifier/deepseek-r1:32b/categories.csv
@@ -1,5 +1,5 @@
 category, count
 instruction, 156
-manual-review, 40
 runtime, 273
-syscall, 74
+manual-review, 1
+syscall, 113
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1033 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1033
index 3824e028a..3824e028a 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1033
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1033
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1054831 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1054831
index 7fec8da36..7fec8da36 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1054831
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1054831
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1066909 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1066909
index c92b37018..c92b37018 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1066909
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1066909
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1075272 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1075272
index f212b4169..f212b4169 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1075272
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1075272
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1075339 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1075339
index 0b29cbb81..0b29cbb81 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1075339
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1075339
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/122 b/results/classifier/deepseek-r1:32b/reasoning/syscall/122
index 0f57695a2..0f57695a2 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/122
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/122
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/127 b/results/classifier/deepseek-r1:32b/reasoning/syscall/127
index 283b562f6..283b562f6 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/127
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/127
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1394 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1394
index 7084e41ec..7084e41ec 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1394
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1394
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1416988 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1416988
index 4658b4ca4..4658b4ca4 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1416988
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1416988
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1643619 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1643619
index 3472a039a..3472a039a 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1643619
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1643619
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1673976 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1673976
index 035e5d3e9..035e5d3e9 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1673976
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1673976
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1701973 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1701973
index 722d0e01f..722d0e01f 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1701973
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1701973
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1729 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1729
index 1431a9efa..1431a9efa 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1729
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1729
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1734792 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1734792
index 9f9372355..9f9372355 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1734792
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1734792
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1760 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1760
index 8be0f305c..8be0f305c 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1760
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1760
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1761153 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1761153
index 61a164cac..61a164cac 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1761153
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1761153
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1783362 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1783362
index 53f2a12a9..53f2a12a9 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1783362
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1783362
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1805913 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1805913
index cab4fac7f..cab4fac7f 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1805913
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1805913
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1810433 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1810433
index 5fb84ffb5..5fb84ffb5 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1810433
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1810433
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1837 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1837
index a4ba1049a..a4ba1049a 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1837
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1837
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1869073 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1869073
index 4d8d5dd16..4d8d5dd16 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1869073
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1869073
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1869241 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1869241
index d872cd99f..d872cd99f 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1869241
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1869241
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1910605 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1910605
index 8d12ad635..8d12ad635 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1910605
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1910605
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1926521 b/results/classifier/deepseek-r1:32b/reasoning/syscall/1926521
index 5a8c91e73..5a8c91e73 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/1926521
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/1926521
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2101 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2101
index 71d81c4a2..71d81c4a2 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2101
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2101
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2122 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2122
index 87c5b4bae..87c5b4bae 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2122
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2122
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2262 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2262
index b3dea6272..b3dea6272 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2262
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2262
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2333 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2333
index bd7b07487..bd7b07487 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2333
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2333
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2410 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2410
index c4fd23311..c4fd23311 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2410
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2410
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2446 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2446
index 78442028c..78442028c 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2446
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2446
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2553 b/results/classifier/deepseek-r1:32b/reasoning/syscall/2553
index 7be7e3d29..7be7e3d29 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/2553
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/2553
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/570 b/results/classifier/deepseek-r1:32b/reasoning/syscall/570
index 439379a73..439379a73 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/570
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/570
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/602 b/results/classifier/deepseek-r1:32b/reasoning/syscall/602
index ba2a107ad..ba2a107ad 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/602
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/602
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/817 b/results/classifier/deepseek-r1:32b/reasoning/syscall/817
index 028116ce4..028116ce4 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/817
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/817
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/829 b/results/classifier/deepseek-r1:32b/reasoning/syscall/829
index 51898ec59..51898ec59 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/829
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/829
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/833 b/results/classifier/deepseek-r1:32b/reasoning/syscall/833
index 18febe9ff..18febe9ff 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/833
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/833
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/911 b/results/classifier/deepseek-r1:32b/reasoning/syscall/911
index 859f5cec9..859f5cec9 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/911
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/911
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/957 b/results/classifier/deepseek-r1:32b/reasoning/syscall/957
index d6dd0eb2d..d6dd0eb2d 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/957
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/957
diff --git a/results/classifier/deepseek-r1:32b/reasoning/manual-review/982 b/results/classifier/deepseek-r1:32b/reasoning/syscall/982
index b26afe5f1..b26afe5f1 100644
--- a/results/classifier/deepseek-r1:32b/reasoning/manual-review/982
+++ b/results/classifier/deepseek-r1:32b/reasoning/syscall/982
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/analysis.csv b/results/classifier/no-thinking-deepseek-r1:32b/analysis.csv
index cb42304d5..6f887e0ec 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/analysis.csv
+++ b/results/classifier/no-thinking-deepseek-r1:32b/analysis.csv
@@ -1,4 +1,3 @@
 category, count
-instruction, 113
-manual-review, 2
+instruction, 115
 runtime, 4
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/categories.csv b/results/classifier/no-thinking-deepseek-r1:32b/categories.csv
index 25384563c..1c6ed32f3 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/categories.csv
+++ b/results/classifier/no-thinking-deepseek-r1:32b/categories.csv
@@ -1,5 +1,5 @@
 category, count
-manual-review, 34
-instruction, 191
-syscall, 76
-runtime, 250
+instruction, 196
+runtime, 265
+manual-review, 8
+syscall, 82
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1156313 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1156313
index 17a35d8c1..17a35d8c1 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1156313
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1156313
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1267955 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1267955
index b2294aadc..b2294aadc 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1267955
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1267955
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1541 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1541
index c43611b5c..c43611b5c 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1541
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1541
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1737444 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1737444
index d0b09673c..d0b09673c 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1737444
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/1737444
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/449 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/449
index b1ab40090..b1ab40090 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/449
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/instruction/449
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1072 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1072
index 417f3887d..417f3887d 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1072
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1072
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1311614 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1311614
index f2f265b0d..f2f265b0d 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1311614
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1311614
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1388 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1388
index 7bec862a4..7bec862a4 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1388
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1388
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1416988 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1416988
index c2397bbaa..c2397bbaa 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1416988
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1416988
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1462640 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1462640
index a614464ac..a614464ac 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1462640
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1462640
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1594394 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1594394
index ffb370a0b..ffb370a0b 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1594394
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1594394
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1716767 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1716767
index 134abca00..134abca00 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1716767
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1716767
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1776478 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1776478
index 8c96946ee..8c96946ee 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1776478
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1776478
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1777226 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1777226
index 51a82e6c4..51a82e6c4 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1777226
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1777226
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1813398 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1813398
index 78413831d..78413831d 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1813398
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1813398
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1821444 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1821444
index 9132306b3..9132306b3 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1821444
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1821444
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1858461 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1858461
index 834190a1a..834190a1a 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1858461
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1858461
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1869241 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1869241
index d178a7d63..d178a7d63 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1869241
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/1869241
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/456 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/456
index 8e5d74b43..8e5d74b43 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/456
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/456
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/714 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/runtime/714
index ed8cdaf4d..ed8cdaf4d 100644
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diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1346769 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1346769
index a2215794d..a2215794d 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1346769
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1346769
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1783362 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1783362
index 076ae9ab0..076ae9ab0 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1783362
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1783362
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1785203 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1785203
index b7249fd72..b7249fd72 100644
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+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1785203
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1884719 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1884719
index 78f1cff51..78f1cff51 100644
--- a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1884719
+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1884719
diff --git a/results/classifier/no-thinking-deepseek-r1:32b/reasoning/manual-review/1906193 b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1906193
index e55247d44..e55247d44 100644
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+++ b/results/classifier/no-thinking-deepseek-r1:32b/reasoning/syscall/1906193
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index 95995e545..95995e545 100644
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new file mode 100644
index 000000000..ab7a1215a
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+++ b/results/classifier/zero-shot-user-mode/analysis.csv
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diff --git a/results/classifier/zero-shot-user-mode/categories.csv b/results/classifier/zero-shot-user-mode/categories.csv
new file mode 100644
index 000000000..2f66e87ea
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1010484 b/results/classifier/zero-shot-user-mode/instruction/1010484
index 8d53d108b..8d53d108b 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1010484
+++ b/results/classifier/zero-shot-user-mode/instruction/1010484
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1027 b/results/classifier/zero-shot-user-mode/instruction/1027
index 3d1224f0d..3d1224f0d 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1027
+++ b/results/classifier/zero-shot-user-mode/instruction/1027
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1028 b/results/classifier/zero-shot-user-mode/instruction/1028
index e81773174..e81773174 100644
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+++ b/results/classifier/zero-shot-user-mode/instruction/1028
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1031920 b/results/classifier/zero-shot-user-mode/instruction/1031920
index 7ecf8c33d..7ecf8c33d 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1034 b/results/classifier/zero-shot-user-mode/instruction/1034
index aedc23caa..aedc23caa 100644
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+++ b/results/classifier/zero-shot-user-mode/instruction/1034
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1041 b/results/classifier/zero-shot-user-mode/instruction/1041
index 80581b7c8..80581b7c8 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1052857 b/results/classifier/zero-shot-user-mode/instruction/1052857
index ba47af0d8..ba47af0d8 100644
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index cf9d4a41c..cf9d4a41c 100644
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index d58833e79..d58833e79 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1059 b/results/classifier/zero-shot-user-mode/instruction/1059
index 98147c627..98147c627 100644
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index e3360c221..e3360c221 100644
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index 83813f7a3..83813f7a3 100644
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index b4470b37c..b4470b37c 100644
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index 5540f4e6b..5540f4e6b 100644
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index bcb6e4163..bcb6e4163 100644
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index 1cb7de29e..1cb7de29e 100644
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index cef49fc3d..cef49fc3d 100644
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index 486afa7af..486afa7af 100644
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index 34d70dbe1..34d70dbe1 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1156 b/results/classifier/zero-shot-user-mode/instruction/1156
index cdd76107e..cdd76107e 100644
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index 095f87a9a..095f87a9a 100644
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index 9c833ed96..9c833ed96 100644
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index e2ad033cd..e2ad033cd 100644
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index 16b3976cd..16b3976cd 100644
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index 6c26d4608..6c26d4608 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1854 b/results/classifier/zero-shot-user-mode/instruction/1854
index 072ecf3c6..072ecf3c6 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1854
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1854738 b/results/classifier/zero-shot-user-mode/instruction/1854738
index ae273215c..ae273215c 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1854738
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1857811 b/results/classifier/zero-shot-user-mode/instruction/1857811
index a03be16d9..a03be16d9 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1857811
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1858415 b/results/classifier/zero-shot-user-mode/instruction/1858415
index a0c41f61f..a0c41f61f 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1858415
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1859713 b/results/classifier/zero-shot-user-mode/instruction/1859713
index b526b0042..b526b0042 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1859713
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1860053 b/results/classifier/zero-shot-user-mode/instruction/1860053
index 487769150..487769150 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1860053
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1860056 b/results/classifier/zero-shot-user-mode/instruction/1860056
index 37aa8c1ba..37aa8c1ba 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1860056
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1861404 b/results/classifier/zero-shot-user-mode/instruction/1861404
index 939fbc017..939fbc017 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1861404
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1862167 b/results/classifier/zero-shot-user-mode/instruction/1862167
index a713f0713..a713f0713 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1862167
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1862986 b/results/classifier/zero-shot-user-mode/instruction/1862986
index 0f3345858..0f3345858 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1862986
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1863247 b/results/classifier/zero-shot-user-mode/instruction/1863247
index 383a023c2..383a023c2 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1863247
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1863445 b/results/classifier/zero-shot-user-mode/instruction/1863445
index cbb3033f3..cbb3033f3 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1863445
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1869073 b/results/classifier/zero-shot-user-mode/instruction/1869073
index 35b6e16e6..35b6e16e6 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1869073
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index f111dd0df..f111dd0df 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1869241
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index fe866d0c7..fe866d0c7 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1869782
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1870477 b/results/classifier/zero-shot-user-mode/instruction/1870477
index 47c408fad..47c408fad 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1870477
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1874888 b/results/classifier/zero-shot-user-mode/instruction/1874888
index 3a70e924a..3a70e924a 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1874888
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index 1d3db8fe8..1d3db8fe8 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1877794
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1878501 b/results/classifier/zero-shot-user-mode/instruction/1878501
index 3675688f5..3675688f5 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1878501
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index 3bfbd35d9..3bfbd35d9 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1880332
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index 8395b26e3..8395b26e3 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1880722
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index 02ea0c99b..02ea0c99b 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1881450
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1883268 b/results/classifier/zero-shot-user-mode/instruction/1883268
index 3cc38e8f2..3cc38e8f2 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1883268
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index 67b0a2afc..67b0a2afc 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1883784
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1885350 b/results/classifier/zero-shot-user-mode/instruction/1885350
index 4e5dc9cd8..4e5dc9cd8 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1885350
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1887306 b/results/classifier/zero-shot-user-mode/instruction/1887306
index a40a3015b..a40a3015b 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1887306
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1888303 b/results/classifier/zero-shot-user-mode/instruction/1888303
index f35a99e6f..f35a99e6f 100644
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index e5ec58d19..e5ec58d19 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1888728
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index 0bafe90f6..0bafe90f6 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1889288
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/1889411 b/results/classifier/zero-shot-user-mode/instruction/1889411
index d61518a45..d61518a45 100644
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index 9bf988173..9bf988173 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1890
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index 610d95177..610d95177 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/1892081
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index c96bd6fe3..c96bd6fe3 100644
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index 807c0df88..807c0df88 100644
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index dca5f0d64..dca5f0d64 100644
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index d46af6a5d..d46af6a5d 100644
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index 09c697ffa..09c697ffa 100644
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index 13a696bd8..13a696bd8 100644
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index 9013efe63..9013efe63 100644
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index ad337232e..ad337232e 100644
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index 994641c6a..994641c6a 100644
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--- a/results/classifier/zero-shot-user-mode/output/instruction/2119
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index 75ab17848..75ab17848 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/2123
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index 6ffdf705a..6ffdf705a 100644
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index 53340f1bb..53340f1bb 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/2175
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index 2321226f3..2321226f3 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/2208
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--- a/results/classifier/zero-shot-user-mode/output/instruction/2302
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--- a/results/classifier/zero-shot-user-mode/output/instruction/2304
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--- a/results/classifier/zero-shot-user-mode/output/instruction/2309
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--- a/results/classifier/zero-shot-user-mode/output/instruction/2317
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/427 b/results/classifier/zero-shot-user-mode/instruction/427
index 17e59b087..17e59b087 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/427
+++ b/results/classifier/zero-shot-user-mode/instruction/427
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/442 b/results/classifier/zero-shot-user-mode/instruction/442
index f397cdcf1..f397cdcf1 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/442
+++ b/results/classifier/zero-shot-user-mode/instruction/442
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/447 b/results/classifier/zero-shot-user-mode/instruction/447
index 9d132b523..9d132b523 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/447
+++ b/results/classifier/zero-shot-user-mode/instruction/447
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/456 b/results/classifier/zero-shot-user-mode/instruction/456
index eaa7f66be..eaa7f66be 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/456
+++ b/results/classifier/zero-shot-user-mode/instruction/456
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/494 b/results/classifier/zero-shot-user-mode/instruction/494
index 02b0cad16..02b0cad16 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/494
+++ b/results/classifier/zero-shot-user-mode/instruction/494
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/508 b/results/classifier/zero-shot-user-mode/instruction/508
index 0eb2ff71c..0eb2ff71c 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/508
+++ b/results/classifier/zero-shot-user-mode/instruction/508
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/514 b/results/classifier/zero-shot-user-mode/instruction/514
index b9dbd2db7..b9dbd2db7 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/514
+++ b/results/classifier/zero-shot-user-mode/instruction/514
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/562107 b/results/classifier/zero-shot-user-mode/instruction/562107
index 1bcdb2d18..1bcdb2d18 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/562107
+++ b/results/classifier/zero-shot-user-mode/instruction/562107
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/577 b/results/classifier/zero-shot-user-mode/instruction/577
index f3eb3aeb5..f3eb3aeb5 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/577
+++ b/results/classifier/zero-shot-user-mode/instruction/577
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/578 b/results/classifier/zero-shot-user-mode/instruction/578
index 16f8fca7c..16f8fca7c 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/578
+++ b/results/classifier/zero-shot-user-mode/instruction/578
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/579 b/results/classifier/zero-shot-user-mode/instruction/579
index 5958b9215..5958b9215 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/579
+++ b/results/classifier/zero-shot-user-mode/instruction/579
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/616 b/results/classifier/zero-shot-user-mode/instruction/616
index e4682eac6..e4682eac6 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/616
+++ b/results/classifier/zero-shot-user-mode/instruction/616
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/625 b/results/classifier/zero-shot-user-mode/instruction/625
index bed4f4248..bed4f4248 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/625
+++ b/results/classifier/zero-shot-user-mode/instruction/625
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/633 b/results/classifier/zero-shot-user-mode/instruction/633
index ac05340c3..ac05340c3 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/633
+++ b/results/classifier/zero-shot-user-mode/instruction/633
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/654 b/results/classifier/zero-shot-user-mode/instruction/654
index cc6d1faae..cc6d1faae 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/654
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/690 b/results/classifier/zero-shot-user-mode/instruction/690
index a07c8759e..a07c8759e 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/690
+++ b/results/classifier/zero-shot-user-mode/instruction/690
diff --git a/results/classifier/zero-shot-user-mode/output/instruction/693 b/results/classifier/zero-shot-user-mode/instruction/693
index 943f1c0f7..943f1c0f7 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/693
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/697 b/results/classifier/zero-shot-user-mode/instruction/697
index 8fd5be135..8fd5be135 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/697
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/704 b/results/classifier/zero-shot-user-mode/instruction/704
index 3c4af19f0..3c4af19f0 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/704
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/714 b/results/classifier/zero-shot-user-mode/instruction/714
index ed21203db..ed21203db 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/714
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/739785 b/results/classifier/zero-shot-user-mode/instruction/739785
index 114c65fb2..114c65fb2 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/739785
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/754 b/results/classifier/zero-shot-user-mode/instruction/754
index 348bbde68..348bbde68 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/754
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/796480 b/results/classifier/zero-shot-user-mode/instruction/796480
index d0eb978d3..d0eb978d3 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/796480
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/799 b/results/classifier/zero-shot-user-mode/instruction/799
index f37252798..f37252798 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/799
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/805 b/results/classifier/zero-shot-user-mode/instruction/805
index 48a742954..48a742954 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/805
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/817 b/results/classifier/zero-shot-user-mode/instruction/817
index 3aac578e5..3aac578e5 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/817
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/824 b/results/classifier/zero-shot-user-mode/instruction/824
index 3e6ea8710..3e6ea8710 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/824
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/826 b/results/classifier/zero-shot-user-mode/instruction/826
index 5cab9b97f..5cab9b97f 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/826
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/829 b/results/classifier/zero-shot-user-mode/instruction/829
index d6274ac30..d6274ac30 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/829
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/833 b/results/classifier/zero-shot-user-mode/instruction/833
index 461ff02fe..461ff02fe 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/833
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/834 b/results/classifier/zero-shot-user-mode/instruction/834
index fc4f86cfd..fc4f86cfd 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/834
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/837 b/results/classifier/zero-shot-user-mode/instruction/837
index 41d6909df..41d6909df 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/837
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/886621 b/results/classifier/zero-shot-user-mode/instruction/886621
index e35689512..e35689512 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/886621
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/909 b/results/classifier/zero-shot-user-mode/instruction/909
index 17bf85ca7..17bf85ca7 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/909
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/911 b/results/classifier/zero-shot-user-mode/instruction/911
index 7d7d9199f..7d7d9199f 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/911
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index 0e9b62e3b..0e9b62e3b 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/927 b/results/classifier/zero-shot-user-mode/instruction/927
index 21b82ff93..21b82ff93 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/927
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/947 b/results/classifier/zero-shot-user-mode/instruction/947
index fbabfbaae..fbabfbaae 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/947
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/95 b/results/classifier/zero-shot-user-mode/instruction/95
index 69c03bac0..69c03bac0 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/952 b/results/classifier/zero-shot-user-mode/instruction/952
index 8cf31e133..8cf31e133 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/984 b/results/classifier/zero-shot-user-mode/instruction/984
index 466f91cf6..466f91cf6 100644
--- a/results/classifier/zero-shot-user-mode/output/instruction/984
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diff --git a/results/classifier/zero-shot-user-mode/output/instruction/998 b/results/classifier/zero-shot-user-mode/instruction/998
index 89d88290a..89d88290a 100644
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index bda84b7c9..bda84b7c9 100644
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index ec0fa7d31..ec0fa7d31 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1346769 b/results/classifier/zero-shot-user-mode/runtime/1346769
index b63f76238..b63f76238 100644
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index efbe64006..efbe64006 100644
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diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1832353 b/results/classifier/zero-shot-user-mode/runtime/1832353
index 59863c3db..59863c3db 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1832353
+++ b/results/classifier/zero-shot-user-mode/runtime/1832353
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1836558 b/results/classifier/zero-shot-user-mode/runtime/1836558
index f3c820472..f3c820472 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1836558
+++ b/results/classifier/zero-shot-user-mode/runtime/1836558
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1840922 b/results/classifier/zero-shot-user-mode/runtime/1840922
index fa1cf4177..fa1cf4177 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1840922
+++ b/results/classifier/zero-shot-user-mode/runtime/1840922
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1857 b/results/classifier/zero-shot-user-mode/runtime/1857
index 94c75b18a..94c75b18a 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1857
+++ b/results/classifier/zero-shot-user-mode/runtime/1857
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1860610 b/results/classifier/zero-shot-user-mode/runtime/1860610
index 5175015b1..5175015b1 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1860610
+++ b/results/classifier/zero-shot-user-mode/runtime/1860610
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1880225 b/results/classifier/zero-shot-user-mode/runtime/1880225
index 287a1c10e..287a1c10e 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1880225
+++ b/results/classifier/zero-shot-user-mode/runtime/1880225
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1884719 b/results/classifier/zero-shot-user-mode/runtime/1884719
index e6bf1d15f..e6bf1d15f 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1884719
+++ b/results/classifier/zero-shot-user-mode/runtime/1884719
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1895305 b/results/classifier/zero-shot-user-mode/runtime/1895305
index f6a6fa983..f6a6fa983 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1895305
+++ b/results/classifier/zero-shot-user-mode/runtime/1895305
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1907817 b/results/classifier/zero-shot-user-mode/runtime/1907817
index 1e41eee04..1e41eee04 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1907817
+++ b/results/classifier/zero-shot-user-mode/runtime/1907817
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1910 b/results/classifier/zero-shot-user-mode/runtime/1910
index 3518e7382..3518e7382 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1910
+++ b/results/classifier/zero-shot-user-mode/runtime/1910
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1915531 b/results/classifier/zero-shot-user-mode/runtime/1915531
index 758b13865..758b13865 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1915531
+++ b/results/classifier/zero-shot-user-mode/runtime/1915531
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1930 b/results/classifier/zero-shot-user-mode/runtime/1930
index 536dcb848..536dcb848 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1930
+++ b/results/classifier/zero-shot-user-mode/runtime/1930
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1936977 b/results/classifier/zero-shot-user-mode/runtime/1936977
index 333ad02b3..333ad02b3 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1936977
+++ b/results/classifier/zero-shot-user-mode/runtime/1936977
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1952 b/results/classifier/zero-shot-user-mode/runtime/1952
index 673aa5bfd..673aa5bfd 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1952
+++ b/results/classifier/zero-shot-user-mode/runtime/1952
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/1953 b/results/classifier/zero-shot-user-mode/runtime/1953
index cbe1085af..cbe1085af 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/1953
+++ b/results/classifier/zero-shot-user-mode/runtime/1953
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2082 b/results/classifier/zero-shot-user-mode/runtime/2082
index afe955ba3..afe955ba3 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2082
+++ b/results/classifier/zero-shot-user-mode/runtime/2082
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2083 b/results/classifier/zero-shot-user-mode/runtime/2083
index 68088b0ba..68088b0ba 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2083
+++ b/results/classifier/zero-shot-user-mode/runtime/2083
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2168 b/results/classifier/zero-shot-user-mode/runtime/2168
index 5931c4908..5931c4908 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2168
+++ b/results/classifier/zero-shot-user-mode/runtime/2168
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2170 b/results/classifier/zero-shot-user-mode/runtime/2170
index d1cfb53cc..d1cfb53cc 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2170
+++ b/results/classifier/zero-shot-user-mode/runtime/2170
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2248 b/results/classifier/zero-shot-user-mode/runtime/2248
index ade7fb68b..ade7fb68b 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2248
+++ b/results/classifier/zero-shot-user-mode/runtime/2248
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2333 b/results/classifier/zero-shot-user-mode/runtime/2333
index 76c08764d..76c08764d 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2333
+++ b/results/classifier/zero-shot-user-mode/runtime/2333
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2371 b/results/classifier/zero-shot-user-mode/runtime/2371
index 5c32f25e4..5c32f25e4 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2371
+++ b/results/classifier/zero-shot-user-mode/runtime/2371
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2390 b/results/classifier/zero-shot-user-mode/runtime/2390
index 2449f1343..2449f1343 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2390
+++ b/results/classifier/zero-shot-user-mode/runtime/2390
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2446 b/results/classifier/zero-shot-user-mode/runtime/2446
index 5dacdba13..5dacdba13 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2446
+++ b/results/classifier/zero-shot-user-mode/runtime/2446
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2460 b/results/classifier/zero-shot-user-mode/runtime/2460
index 4d67124bc..4d67124bc 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2460
+++ b/results/classifier/zero-shot-user-mode/runtime/2460
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2487 b/results/classifier/zero-shot-user-mode/runtime/2487
index c3fc0e725..c3fc0e725 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2487
+++ b/results/classifier/zero-shot-user-mode/runtime/2487
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2560 b/results/classifier/zero-shot-user-mode/runtime/2560
index 6a58e0eac..6a58e0eac 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2560
+++ b/results/classifier/zero-shot-user-mode/runtime/2560
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/2632 b/results/classifier/zero-shot-user-mode/runtime/2632
index 174e430d1..174e430d1 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/2632
+++ b/results/classifier/zero-shot-user-mode/runtime/2632
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/324 b/results/classifier/zero-shot-user-mode/runtime/324
index 14630268f..14630268f 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/324
+++ b/results/classifier/zero-shot-user-mode/runtime/324
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/618 b/results/classifier/zero-shot-user-mode/runtime/618
index 6376e77e4..6376e77e4 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/618
+++ b/results/classifier/zero-shot-user-mode/runtime/618
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/645662 b/results/classifier/zero-shot-user-mode/runtime/645662
index c0f0d9175..c0f0d9175 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/645662
+++ b/results/classifier/zero-shot-user-mode/runtime/645662
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/698 b/results/classifier/zero-shot-user-mode/runtime/698
index 9b5389228..9b5389228 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/698
+++ b/results/classifier/zero-shot-user-mode/runtime/698
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/856 b/results/classifier/zero-shot-user-mode/runtime/856
index 575d68f9d..575d68f9d 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/856
+++ b/results/classifier/zero-shot-user-mode/runtime/856
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/866 b/results/classifier/zero-shot-user-mode/runtime/866
index 18cec5911..18cec5911 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/866
+++ b/results/classifier/zero-shot-user-mode/runtime/866
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/904308 b/results/classifier/zero-shot-user-mode/runtime/904308
index 4714075a7..4714075a7 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/904308
+++ b/results/classifier/zero-shot-user-mode/runtime/904308
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/939 b/results/classifier/zero-shot-user-mode/runtime/939
index 67c107df1..67c107df1 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/939
+++ b/results/classifier/zero-shot-user-mode/runtime/939
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/967 b/results/classifier/zero-shot-user-mode/runtime/967
index dd19291ed..dd19291ed 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/967
+++ b/results/classifier/zero-shot-user-mode/runtime/967
diff --git a/results/classifier/zero-shot-user-mode/output/runtime/979 b/results/classifier/zero-shot-user-mode/runtime/979
index d758d0783..d758d0783 100644
--- a/results/classifier/zero-shot-user-mode/output/runtime/979
+++ b/results/classifier/zero-shot-user-mode/runtime/979
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1007 b/results/classifier/zero-shot-user-mode/syscall/1007
index 4bfb2f238..4bfb2f238 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1007
+++ b/results/classifier/zero-shot-user-mode/syscall/1007
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1010 b/results/classifier/zero-shot-user-mode/syscall/1010
index 16d296fb6..16d296fb6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1010
+++ b/results/classifier/zero-shot-user-mode/syscall/1010
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1022 b/results/classifier/zero-shot-user-mode/syscall/1022
index 3f13ef235..3f13ef235 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1022
+++ b/results/classifier/zero-shot-user-mode/syscall/1022
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1033 b/results/classifier/zero-shot-user-mode/syscall/1033
index 833617b1c..833617b1c 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1033
+++ b/results/classifier/zero-shot-user-mode/syscall/1033
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1044 b/results/classifier/zero-shot-user-mode/syscall/1044
index 4d2020b34..4d2020b34 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1044
+++ b/results/classifier/zero-shot-user-mode/syscall/1044
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1051 b/results/classifier/zero-shot-user-mode/syscall/1051
index 58c9dc677..58c9dc677 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1051
+++ b/results/classifier/zero-shot-user-mode/syscall/1051
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1075272 b/results/classifier/zero-shot-user-mode/syscall/1075272
index cc1d54279..cc1d54279 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1075272
+++ b/results/classifier/zero-shot-user-mode/syscall/1075272
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1111 b/results/classifier/zero-shot-user-mode/syscall/1111
index a0defe191..a0defe191 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1111
+++ b/results/classifier/zero-shot-user-mode/syscall/1111
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1172613 b/results/classifier/zero-shot-user-mode/syscall/1172613
index 7a35c43aa..7a35c43aa 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1172613
+++ b/results/classifier/zero-shot-user-mode/syscall/1172613
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1187319 b/results/classifier/zero-shot-user-mode/syscall/1187319
index e1cc7a10d..e1cc7a10d 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1187319
+++ b/results/classifier/zero-shot-user-mode/syscall/1187319
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1238 b/results/classifier/zero-shot-user-mode/syscall/1238
index 546d0fb70..546d0fb70 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1238
+++ b/results/classifier/zero-shot-user-mode/syscall/1238
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1261 b/results/classifier/zero-shot-user-mode/syscall/1261
index d026fe7a9..d026fe7a9 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1261
+++ b/results/classifier/zero-shot-user-mode/syscall/1261
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1267955 b/results/classifier/zero-shot-user-mode/syscall/1267955
index 5653b5f2b..5653b5f2b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1267955
+++ b/results/classifier/zero-shot-user-mode/syscall/1267955
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/127 b/results/classifier/zero-shot-user-mode/syscall/127
index 4996824d4..4996824d4 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/127
+++ b/results/classifier/zero-shot-user-mode/syscall/127
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1294898 b/results/classifier/zero-shot-user-mode/syscall/1294898
index fc39c40e4..fc39c40e4 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1294898
+++ b/results/classifier/zero-shot-user-mode/syscall/1294898
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1361 b/results/classifier/zero-shot-user-mode/syscall/1361
index bbc28d139..bbc28d139 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1361
+++ b/results/classifier/zero-shot-user-mode/syscall/1361
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/140 b/results/classifier/zero-shot-user-mode/syscall/140
index 53e856b20..53e856b20 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/140
+++ b/results/classifier/zero-shot-user-mode/syscall/140
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1470170 b/results/classifier/zero-shot-user-mode/syscall/1470170
index 4fa36dba1..4fa36dba1 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1470170
+++ b/results/classifier/zero-shot-user-mode/syscall/1470170
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1478 b/results/classifier/zero-shot-user-mode/syscall/1478
index 2076c5ad6..2076c5ad6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1478
+++ b/results/classifier/zero-shot-user-mode/syscall/1478
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1512 b/results/classifier/zero-shot-user-mode/syscall/1512
index 55d92a74f..55d92a74f 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1512
+++ b/results/classifier/zero-shot-user-mode/syscall/1512
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1516408 b/results/classifier/zero-shot-user-mode/syscall/1516408
index 41a1cba47..41a1cba47 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1516408
+++ b/results/classifier/zero-shot-user-mode/syscall/1516408
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1550503 b/results/classifier/zero-shot-user-mode/syscall/1550503
index ffe6ec309..ffe6ec309 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1550503
+++ b/results/classifier/zero-shot-user-mode/syscall/1550503
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1606 b/results/classifier/zero-shot-user-mode/syscall/1606
index 3e3ba29f3..3e3ba29f3 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1606
+++ b/results/classifier/zero-shot-user-mode/syscall/1606
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1643619 b/results/classifier/zero-shot-user-mode/syscall/1643619
index d6e3e343b..d6e3e343b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1643619
+++ b/results/classifier/zero-shot-user-mode/syscall/1643619
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1667401 b/results/classifier/zero-shot-user-mode/syscall/1667401
index 769f7cfff..769f7cfff 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1667401
+++ b/results/classifier/zero-shot-user-mode/syscall/1667401
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1689367 b/results/classifier/zero-shot-user-mode/syscall/1689367
index 79ef9e170..79ef9e170 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1689367
+++ b/results/classifier/zero-shot-user-mode/syscall/1689367
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1704638 b/results/classifier/zero-shot-user-mode/syscall/1704638
index 7579f26a1..7579f26a1 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1704638
+++ b/results/classifier/zero-shot-user-mode/syscall/1704638
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1716292 b/results/classifier/zero-shot-user-mode/syscall/1716292
index 1253cd970..1253cd970 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1716292
+++ b/results/classifier/zero-shot-user-mode/syscall/1716292
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1728116 b/results/classifier/zero-shot-user-mode/syscall/1728116
index 506e203ec..506e203ec 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1728116
+++ b/results/classifier/zero-shot-user-mode/syscall/1728116
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1734792 b/results/classifier/zero-shot-user-mode/syscall/1734792
index 80481203e..80481203e 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1734792
+++ b/results/classifier/zero-shot-user-mode/syscall/1734792
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1760 b/results/classifier/zero-shot-user-mode/syscall/1760
index 9751ab99a..9751ab99a 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1760
+++ b/results/classifier/zero-shot-user-mode/syscall/1760
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1763536 b/results/classifier/zero-shot-user-mode/syscall/1763536
index 09d2b70b9..09d2b70b9 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1763536
+++ b/results/classifier/zero-shot-user-mode/syscall/1763536
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1785203 b/results/classifier/zero-shot-user-mode/syscall/1785203
index 02d1e8bb6..02d1e8bb6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1785203
+++ b/results/classifier/zero-shot-user-mode/syscall/1785203
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1785734 b/results/classifier/zero-shot-user-mode/syscall/1785734
index 545f10f26..545f10f26 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1785734
+++ b/results/classifier/zero-shot-user-mode/syscall/1785734
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1791796 b/results/classifier/zero-shot-user-mode/syscall/1791796
index 0931ae635..0931ae635 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1791796
+++ b/results/classifier/zero-shot-user-mode/syscall/1791796
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1799200 b/results/classifier/zero-shot-user-mode/syscall/1799200
index c9f04c2e6..c9f04c2e6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1799200
+++ b/results/classifier/zero-shot-user-mode/syscall/1799200
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1819 b/results/classifier/zero-shot-user-mode/syscall/1819
index f39ed8e83..f39ed8e83 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1819
+++ b/results/classifier/zero-shot-user-mode/syscall/1819
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1821006 b/results/classifier/zero-shot-user-mode/syscall/1821006
index 41a2e43e2..41a2e43e2 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1821006
+++ b/results/classifier/zero-shot-user-mode/syscall/1821006
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1858461 b/results/classifier/zero-shot-user-mode/syscall/1858461
index 814e0c990..814e0c990 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1858461
+++ b/results/classifier/zero-shot-user-mode/syscall/1858461
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1861341 b/results/classifier/zero-shot-user-mode/syscall/1861341
index 85a6c0c11..85a6c0c11 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1861341
+++ b/results/classifier/zero-shot-user-mode/syscall/1861341
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1861605 b/results/classifier/zero-shot-user-mode/syscall/1861605
index 3b953ee68..3b953ee68 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1861605
+++ b/results/classifier/zero-shot-user-mode/syscall/1861605
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1873898 b/results/classifier/zero-shot-user-mode/syscall/1873898
index 834052c1f..834052c1f 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1873898
+++ b/results/classifier/zero-shot-user-mode/syscall/1873898
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1876373 b/results/classifier/zero-shot-user-mode/syscall/1876373
index b26d06d32..b26d06d32 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1876373
+++ b/results/classifier/zero-shot-user-mode/syscall/1876373
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1886097 b/results/classifier/zero-shot-user-mode/syscall/1886097
index 2fa678a19..2fa678a19 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1886097
+++ b/results/classifier/zero-shot-user-mode/syscall/1886097
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1893010 b/results/classifier/zero-shot-user-mode/syscall/1893010
index b4de29613..b4de29613 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1893010
+++ b/results/classifier/zero-shot-user-mode/syscall/1893010
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1894361 b/results/classifier/zero-shot-user-mode/syscall/1894361
index 786bb606a..786bb606a 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1894361
+++ b/results/classifier/zero-shot-user-mode/syscall/1894361
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1895 b/results/classifier/zero-shot-user-mode/syscall/1895
index 9ae6c55fc..9ae6c55fc 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1895
+++ b/results/classifier/zero-shot-user-mode/syscall/1895
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1908551 b/results/classifier/zero-shot-user-mode/syscall/1908551
index 1e49082c9..1e49082c9 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1908551
+++ b/results/classifier/zero-shot-user-mode/syscall/1908551
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1909 b/results/classifier/zero-shot-user-mode/syscall/1909
index 65f85d647..65f85d647 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1909
+++ b/results/classifier/zero-shot-user-mode/syscall/1909
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1926521 b/results/classifier/zero-shot-user-mode/syscall/1926521
index 515d8a61b..515d8a61b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1926521
+++ b/results/classifier/zero-shot-user-mode/syscall/1926521
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1926996 b/results/classifier/zero-shot-user-mode/syscall/1926996
index fa60b60af..fa60b60af 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1926996
+++ b/results/classifier/zero-shot-user-mode/syscall/1926996
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/1927530 b/results/classifier/zero-shot-user-mode/syscall/1927530
index 74c0bdb35..74c0bdb35 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/1927530
+++ b/results/classifier/zero-shot-user-mode/syscall/1927530
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2027 b/results/classifier/zero-shot-user-mode/syscall/2027
index 7bbfd9fd6..7bbfd9fd6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2027
+++ b/results/classifier/zero-shot-user-mode/syscall/2027
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2112 b/results/classifier/zero-shot-user-mode/syscall/2112
index cc0f0cd25..cc0f0cd25 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2112
+++ b/results/classifier/zero-shot-user-mode/syscall/2112
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2157 b/results/classifier/zero-shot-user-mode/syscall/2157
index 41c585dd5..41c585dd5 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2157
+++ b/results/classifier/zero-shot-user-mode/syscall/2157
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2197 b/results/classifier/zero-shot-user-mode/syscall/2197
index bd56edb84..bd56edb84 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2197
+++ b/results/classifier/zero-shot-user-mode/syscall/2197
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2203 b/results/classifier/zero-shot-user-mode/syscall/2203
index e4cc44595..e4cc44595 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2203
+++ b/results/classifier/zero-shot-user-mode/syscall/2203
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2223 b/results/classifier/zero-shot-user-mode/syscall/2223
index 54041f06d..54041f06d 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2223
+++ b/results/classifier/zero-shot-user-mode/syscall/2223
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2262 b/results/classifier/zero-shot-user-mode/syscall/2262
index 602ef7d2b..602ef7d2b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2262
+++ b/results/classifier/zero-shot-user-mode/syscall/2262
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2448 b/results/classifier/zero-shot-user-mode/syscall/2448
index 489feec74..489feec74 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2448
+++ b/results/classifier/zero-shot-user-mode/syscall/2448
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2553 b/results/classifier/zero-shot-user-mode/syscall/2553
index 87fcb6f8b..87fcb6f8b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2553
+++ b/results/classifier/zero-shot-user-mode/syscall/2553
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2569 b/results/classifier/zero-shot-user-mode/syscall/2569
index 7a691ae7f..7a691ae7f 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2569
+++ b/results/classifier/zero-shot-user-mode/syscall/2569
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2604 b/results/classifier/zero-shot-user-mode/syscall/2604
index 056265b21..056265b21 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2604
+++ b/results/classifier/zero-shot-user-mode/syscall/2604
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2606 b/results/classifier/zero-shot-user-mode/syscall/2606
index d9d9d83a7..d9d9d83a7 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2606
+++ b/results/classifier/zero-shot-user-mode/syscall/2606
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2619 b/results/classifier/zero-shot-user-mode/syscall/2619
index a366c0a2a..a366c0a2a 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2619
+++ b/results/classifier/zero-shot-user-mode/syscall/2619
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2730 b/results/classifier/zero-shot-user-mode/syscall/2730
index 8c45ba698..8c45ba698 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2730
+++ b/results/classifier/zero-shot-user-mode/syscall/2730
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2815 b/results/classifier/zero-shot-user-mode/syscall/2815
index a6c01fb16..a6c01fb16 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2815
+++ b/results/classifier/zero-shot-user-mode/syscall/2815
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/2878 b/results/classifier/zero-shot-user-mode/syscall/2878
index ed39a398c..ed39a398c 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/2878
+++ b/results/classifier/zero-shot-user-mode/syscall/2878
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/326 b/results/classifier/zero-shot-user-mode/syscall/326
index 0c7033e6e..0c7033e6e 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/326
+++ b/results/classifier/zero-shot-user-mode/syscall/326
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/355 b/results/classifier/zero-shot-user-mode/syscall/355
index 18fecb618..18fecb618 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/355
+++ b/results/classifier/zero-shot-user-mode/syscall/355
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/356 b/results/classifier/zero-shot-user-mode/syscall/356
index c26f1221b..c26f1221b 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/356
+++ b/results/classifier/zero-shot-user-mode/syscall/356
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/385 b/results/classifier/zero-shot-user-mode/syscall/385
index 4c297c914..4c297c914 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/385
+++ b/results/classifier/zero-shot-user-mode/syscall/385
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/449 b/results/classifier/zero-shot-user-mode/syscall/449
index 3a3298db4..3a3298db4 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/449
+++ b/results/classifier/zero-shot-user-mode/syscall/449
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/470 b/results/classifier/zero-shot-user-mode/syscall/470
index be0145cab..be0145cab 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/470
+++ b/results/classifier/zero-shot-user-mode/syscall/470
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/570 b/results/classifier/zero-shot-user-mode/syscall/570
index a07dd9db0..a07dd9db0 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/570
+++ b/results/classifier/zero-shot-user-mode/syscall/570
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/602 b/results/classifier/zero-shot-user-mode/syscall/602
index bbd134206..bbd134206 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/602
+++ b/results/classifier/zero-shot-user-mode/syscall/602
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/695 b/results/classifier/zero-shot-user-mode/syscall/695
index afbe64a60..afbe64a60 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/695
+++ b/results/classifier/zero-shot-user-mode/syscall/695
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/754635 b/results/classifier/zero-shot-user-mode/syscall/754635
index 58e1beab6..58e1beab6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/754635
+++ b/results/classifier/zero-shot-user-mode/syscall/754635
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/836 b/results/classifier/zero-shot-user-mode/syscall/836
index 659538049..659538049 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/836
+++ b/results/classifier/zero-shot-user-mode/syscall/836
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/871 b/results/classifier/zero-shot-user-mode/syscall/871
index 63c267ad3..63c267ad3 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/871
+++ b/results/classifier/zero-shot-user-mode/syscall/871
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/885 b/results/classifier/zero-shot-user-mode/syscall/885
index ade59d036..ade59d036 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/885
+++ b/results/classifier/zero-shot-user-mode/syscall/885
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/890 b/results/classifier/zero-shot-user-mode/syscall/890
index a717518f1..a717518f1 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/890
+++ b/results/classifier/zero-shot-user-mode/syscall/890
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/957 b/results/classifier/zero-shot-user-mode/syscall/957
index 128614572..128614572 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/957
+++ b/results/classifier/zero-shot-user-mode/syscall/957
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/982 b/results/classifier/zero-shot-user-mode/syscall/982
index 0dc12f114..0dc12f114 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/982
+++ b/results/classifier/zero-shot-user-mode/syscall/982
diff --git a/results/classifier/zero-shot-user-mode/output/syscall/993 b/results/classifier/zero-shot-user-mode/syscall/993
index a86b686c6..a86b686c6 100644
--- a/results/classifier/zero-shot-user-mode/output/syscall/993
+++ b/results/classifier/zero-shot-user-mode/syscall/993