Update README.md
Browse files
README.md
CHANGED
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@@ -122,17 +122,435 @@ train_data = dataset['train']
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test_data = dataset['test']
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```
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## Dataset Statistics
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-
```
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}
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```
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test_data = dataset['test']
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```
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+
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## Dataset Statistics
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+
```json
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+
{
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+
"basic_stats": {
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+
"total_samples": {
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+
"train": 82603,
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"test": 1219
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},
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+
"label_distribution": {
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"train": {
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+
"3_not_bad": 11011,
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+
"4_solutions_harmful_unnecessary": 11597,
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+
"5_science_is_unreliable": 14609,
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+
"6_proponents_biased": 8494,
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+
"7_fossil_fuels_needed": 10585,
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+
"1_not_happening": 11380,
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+
"2_not_human": 11772,
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"0_not_relevant": 3155
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},
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+
"test": {
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"6_proponents_biased": 139,
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"2_not_human": 137,
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+
"3_not_bad": 97,
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+
"1_not_happening": 154,
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+
"5_science_unreliable": 160,
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| 152 |
+
"4_solutions_harmful_unnecessary": 160,
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| 153 |
+
"7_fossil_fuels_needed": 65,
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"0_not_relevant": 307
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}
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},
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+
"source_distribution": {
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+
"train": {
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+
"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 1546,
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| 160 |
+
"climate-guard-synthetic_data_qwen_toxic_agent": 32209,
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 3297,
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 28510,
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 1687,
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| 164 |
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"climate-guard-synthetic_data_yi_toxic_agent": 3789,
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| 165 |
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"frugal_challenge_train": 1311,
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"climate_fever": 654,
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| 167 |
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"quota_climat": 9600
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},
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"test": {
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"frugal_challenge_test": 1219
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}
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},
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| 173 |
+
"label_source_incidence": {
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"train": {
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| 175 |
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"counts": {
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| 176 |
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"3_not_bad": {
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| 177 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 207,
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| 178 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 4116,
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 478,
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 4332,
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 218,
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| 182 |
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"climate-guard-synthetic_data_yi_toxic_agent": 496,
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| 183 |
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"quota_climat": 1164
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},
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| 185 |
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"4_solutions_harmful_unnecessary": {
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| 186 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 223,
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| 187 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 4760,
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| 188 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 473,
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| 189 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 4112,
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| 190 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 236,
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| 191 |
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"climate-guard-synthetic_data_yi_toxic_agent": 557,
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| 192 |
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"quota_climat": 1236
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},
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| 194 |
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"5_science_is_unreliable": {
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 300,
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| 196 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 5454,
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| 197 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 604,
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 6091,
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 318,
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| 200 |
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"climate-guard-synthetic_data_yi_toxic_agent": 656,
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"quota_climat": 1186
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},
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| 203 |
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"6_proponents_biased": {
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 167,
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"climate-guard-synthetic_data_qwen_toxic_agent": 4535,
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 389,
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 1389,
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| 208 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 234,
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| 209 |
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"climate-guard-synthetic_data_yi_toxic_agent": 544,
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| 210 |
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"quota_climat": 1236
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+
},
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| 212 |
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"7_fossil_fuels_needed": {
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| 213 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 205,
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| 214 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 3979,
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| 215 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 424,
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| 216 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 4143,
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| 217 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 217,
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| 218 |
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"climate-guard-synthetic_data_yi_toxic_agent": 476,
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| 219 |
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"quota_climat": 1141
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| 220 |
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},
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| 221 |
+
"1_not_happening": {
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| 222 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 227,
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| 223 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 4700,
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| 224 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 466,
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| 225 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 3976,
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| 226 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 236,
|
| 227 |
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"climate-guard-synthetic_data_yi_toxic_agent": 548,
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| 228 |
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"quota_climat": 1227
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| 229 |
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},
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| 230 |
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"2_not_human": {
|
| 231 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 217,
|
| 232 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 4665,
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| 233 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 463,
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| 234 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 4467,
|
| 235 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 228,
|
| 236 |
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"climate-guard-synthetic_data_yi_toxic_agent": 512,
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| 237 |
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"quota_climat": 1220
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| 238 |
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},
|
| 239 |
+
"0_not_relevant": {
|
| 240 |
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"frugal_challenge_train": 1311,
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| 241 |
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"climate_fever": 654,
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| 242 |
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"quota_climat": 1190
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| 243 |
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}
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| 244 |
+
},
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| 245 |
+
"percentages": {
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| 246 |
+
"3_not_bad": {
|
| 247 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 1.879938243574607,
|
| 248 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 37.38080101716466,
|
| 249 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 4.3411134320225235,
|
| 250 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 39.34247570611207,
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| 251 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 1.979838343474707,
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| 252 |
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"climate-guard-synthetic_data_yi_toxic_agent": 4.504586322768141,
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| 253 |
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"quota_climat": 10.571246934883298
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| 254 |
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},
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| 255 |
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"4_solutions_harmful_unnecessary": {
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| 256 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 1.9229110976976806,
|
| 257 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 41.04509787013883,
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| 258 |
+
"climate-guard-thinking_data_nocomment_intern_toxic_agent": 4.07864102785203,
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| 259 |
+
"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 35.45744589117875,
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| 260 |
+
"climate-guard-thinking_data_nocomment_yi_toxic_agent": 2.0350090540657066,
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| 261 |
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"climate-guard-synthetic_data_yi_toxic_agent": 4.802966284383892,
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| 262 |
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"quota_climat": 10.657928774683107
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+
},
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| 264 |
+
"5_science_is_unreliable": {
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| 265 |
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"climate-guard-thinking_data_nocomment_qwen_toxic_agent": 2.053528646724622,
|
| 266 |
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"climate-guard-synthetic_data_qwen_toxic_agent": 37.33315079745363,
|
| 267 |
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"climate-guard-thinking_data_nocomment_intern_toxic_agent": 4.134437675405572,
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| 268 |
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"climate-guard-thinking_data_nocomment_phi4_toxic_agent": 41.693476623998905,
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| 269 |
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"climate-guard-thinking_data_nocomment_yi_toxic_agent": 2.176740365528099,
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| 270 |
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"climate-guard-synthetic_data_yi_toxic_agent": 4.490382640837839,
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| 271 |
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"quota_climat": 8.118283250051338
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| 272 |
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},
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| 273 |
+
"6_proponents_biased": {
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|
| 554 |
}
|
| 555 |
```
|
| 556 |
|