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The Supreme Court admits severance payment in installments in collective layoff procedures In its Judgment of July 22, 2015 (appeal 2161/2014), among others, the Supreme Court recently analyzed the possibility of payment in installments of severance for dismissal agreed upon at the end of the relevant consultation peri...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
In its Judgment of July 22, 2015 (appeal 2161/2014), among others, the Supreme Court recently analyzed the possibility of payment in installments of severance for dismissal agreed upon at the end of the relevant consultation period in collective layoff proceedings that conclude with an agreement. In the case at hand, t...
In its Judgment of July 22, 2015 (appeal 2161/2014), among others, the Supreme Court recently analyzed the possibility of payment in installments of severance for dismissal agreed upon at the end of the relevant consultation period in collective layoff proceedings that conclude with an agreement. In the case at hand, t...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0.285714
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In its Judgment of July 22, 2015 (appeal 2161/2014), among others, the Supreme Court recently analyzed the possibility of payment in installments of severance for dismissal agreed upon at the end of the relevant consultation period in collective layoff proceedings that conclude with an agreement. In the case at hand, t...
true
0.810552
0.720714
0.743886
I was bone tired. I had been for a long time. But I hadn’t recognized the weight of the fatigue until I had travelled halfway around the world and truly “unplugged” as we often say—a telling term which makes us sound less like humans and more like the machines we hold onto with white knuckles. I can be thick, and often...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
I was bone tired. I had been for a long time. But I hadn’t recognized the weight of the fatigue until I had travelled halfway around the world and truly “unplugged” as we often say—a telling term which makes us sound less like humans and more like the machines we hold onto with white knuckles. I can be thick, and often...
I was bone tired. I had been for a long time. But I hadn’t recognized the weight of the fatigue until I had travelled halfway around the world and truly “unplugged” as we often say—a telling term which makes us sound less like humans and more like the machines we hold onto with white knuckles. I can be thick, and often...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0.1875
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0.100912
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I was bone tired. I had been for a long time. But I hadn’t recognized the weight of the fatigue until I had travelled halfway around the world and truly “unplugged” as we often say—a telling term which makes us sound less like humans and more like the machines we hold onto with white knuckles. I can be thick, and often...
true
0.725926
0.851031
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I arrive, brother, for these wretched funeral rites so that I might present you with the last tribute of death and speak in vain to silent ash, since Fortune has carried you, yourself, away from me. Alas, poor brother, unfairly taken away from me, now in the meantime, nevertheless, these things which in the ancient cus...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
I arrive, brother, for these wretched funeral rites so that I might present you with the last tribute of death and speak in vain to silent ash, since Fortune has carried you, yourself, away from me. Alas, poor brother, unfairly taken away from me, now in the meantime, nevertheless, these things which in the ancient cus...
I arrive, brother, for these wretched funeral rites so that I might present you with the last tribute of death and speak in vain to silent ash, since Fortune has carried you, yourself, away from me. Alas, poor brother, unfairly taken away from me, now in the meantime, nevertheless, these things which in the ancient cus...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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I arrive, brother, for these wretched funeral rites so that I might present you with the last tribute of death and speak in vain to silent ash, since Fortune has carried you, yourself, away from me. Alas, poor brother, unfairly taken away from me, now in the meantime, nevertheless, these things which in the ancient cus...
true
0.234814
0.227783
0.226386
There are 3 major types of kitchens in the world – the ones that we have at homes, the ones that are there is restaurants and finally, the bigger ones in hotels and such places. Out of these 3, it is the 3rd kind that have to sustain the most difficult conditions due to the higher generation of all kinds of things. Let...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
There are 3 major types of kitchens in the world – the ones that we have at homes, the ones that are there is restaurants and finally, the bigger ones in hotels and such places. Out of these 3, it is the 3rd kind that have to sustain the most difficult conditions due to the higher generation of all kinds of things. Let...
There are 3 major types of kitchens in the world – the ones that we have at homes, the ones that are there is restaurants and finally, the bigger ones in hotels and such places. Out of these 3, it is the 3rd kind that have to sustain the most difficult conditions due to the higher generation of all kinds of things. Let...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0
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There are 3 major types of kitchens in the world – the ones that we have at homes, the ones that are there is restaurants and finally, the bigger ones in hotels and such places. Out of these 3, it is the 3rd kind that have to sustain the most difficult conditions due to the higher generation of all kinds of things. Let...
true
0.234814
0.227783
0.226386
616. And I heard the voice of harpers harping with their harps, signifies confession of the Lord from joy of heart by the spiritual angels in the lower heavens. To harp upon the harp signifies to confess the Lord from spiritual truths, see above (n. 276); that this is from joy of heart follows; hence by "harpers" are s...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
616. And I heard the voice of harpers harping with their harps, signifies confession of the Lord from joy of heart by the spiritual angels in the lower heavens. To harp upon the harp signifies to confess the Lord from spiritual truths, see above (n. 276); that this is from joy of heart follows; hence by "harpers" are s...
616. And I heard the voice of harpers harping with their harps, signifies confession of the Lord from joy of heart by the spiritual angels in the lower heavens. To harp upon the harp signifies to confess the Lord from spiritual truths, see above (n. 276); that this is from joy of heart follows; hence by "harpers" are s...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0
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true
616. And I heard the voice of harpers harping with their harps, signifies confession of the Lord from joy of heart by the spiritual angels in the lower heavens. To harp upon the harp signifies to confess the Lord from spiritual truths, see above (n. 276); that this is from joy of heart follows; hence by "harpers" are s...
true
0.234814
0.227783
0.226386
You're closer to the weekend are you excited? DH is missing out on his Japan trip. It's cost us at least $1,000 for him not to go. Just have to wash it away there's nothing we could do about it. I have a scrapbook Retreat starting tonight I'm all packed and my bags are at the door. I bought some new capris from Kohl's ...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
You're closer to the weekend are you excited? DH is missing out on his Japan trip. It's cost us at least $1,000 for him not to go. Just have to wash it away there's nothing we could do about it. I have a scrapbook Retreat starting tonight I'm all packed and my bags are at the door. I bought some new capris from Kohl's ...
You're closer to the weekend are you excited? DH is missing out on his Japan trip. It's cost us at least $1,000 for him not to go. Just have to wash it away there's nothing we could do about it. I have a scrapbook Retreat starting tonight I'm all packed and my bags are at the door. I bought some new capris from Kohl's ...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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true
You're closer to the weekend are you excited? DH is missing out on his Japan trip. It's cost us at least $1,000 for him not to go. Just have to wash it away there's nothing we could do about it. I have a scrapbook Retreat starting tonight I'm all packed and my bags are at the door. I bought some new capris from Kohl's ...
true
0.234814
0.227783
0.226386
The upper floor of the palace presents the significant collection of documentary and artistic interests. The “Arnoldo Mondadori” Donation exhibits works by Federico Zandomeneghi and Armando Spadini, who were the leading painters of the 19th and 20th centuries. The “Ugo Sissa” Mesopotamian Collection is one of the rare ...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
The upper floor of the palace presents the significant collection of documentary and artistic interests. The “Arnoldo Mondadori” Donation exhibits works by Federico Zandomeneghi and Armando Spadini, who were the leading painters of the 19th and 20th centuries. The “Ugo Sissa” Mesopotamian Collection is one of the rare ...
The upper floor of the palace presents the significant collection of documentary and artistic interests. The “Arnoldo Mondadori” Donation exhibits works by Federico Zandomeneghi and Armando Spadini, who were the leading painters of the 19th and 20th centuries. The “Ugo Sissa” Mesopotamian Collection is one of the rare ...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
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true
The upper floor of the palace presents the significant collection of documentary and artistic interests. The “Arnoldo Mondadori” Donation exhibits works by Federico Zandomeneghi and Armando Spadini, who were the leading painters of the 19th and 20th centuries. The “Ugo Sissa” Mesopotamian Collection is one of the rare ...
true
0.234814
0.227783
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Headed up the hill today after a reported 3" snow fall yesterday. Wasn't sure about going but in the end went. Took only one chair ride for the day. I left the resort right away thinking that the snow would only be good for a short time. How wrong was I! There was about 3" on average but if you are able to find a wind ...
{ "chat_turns": [ "{{DOC}}\nExtract the longest contiguous, logical subset of the document that contains no boilerplate or metadata (headers, dates, bylines, navigation, image.png, READ MORE, and similar noise). You should not have any removed boilerplate inbetween the text, the new text you extract must be a str...
Headed up the hill today after a reported 3" snow fall yesterday. Wasn't sure about going but in the end went. Took only one chair ride for the day. I left the resort right away thinking that the snow would only be good for a short time. How wrong was I! There was about 3" on average but if you are able to find a wind ...
Headed up the hill today after a reported 3" snow fall yesterday. Wasn't sure about going but in the end went. Took only one chair ride for the day. I left the resort right away thinking that the snow would only be good for a short time. How wrong was I! There was about 3" on average but if you are able to find a wind ...
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0
0
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true
Headed up the hill today after a reported 3" snow fall yesterday. Wasn't sure about going but in the end went. Took only one chair ride for the day. I left the resort right away thinking that the snow would only be good for a short time. How wrong was I! There was about 3" on average but if you are able to find a wind ...
true
0.234814
0.227783
0.226386
"If you have spent very much time at all in front of a computer you will almost certainly have spoke(...TRUNCATED)
{"chat_turns":["{{DOC}}\nExtract the longest contiguous, logical subset of the document that contain(...TRUNCATED)
"If you have spent very much time at all in front of a computer you will almost certainly have spoke(...TRUNCATED)
"If you have spent very much time at all in front of a computer you will almost certainly have spoke(...TRUNCATED)
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0
0
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true
"If you have spent very much time at all in front of a computer you will almost certainly have spoke(...TRUNCATED)
true
0.234814
0.227783
0.226386
"Bali Sharks is a unique ecotourism activity at Serangan Island, southern Denpasar – it lets you s(...TRUNCATED)
{"chat_turns":["{{DOC}}\nExtract the longest contiguous, logical subset of the document that contain(...TRUNCATED)
"Bali Sharks is a unique ecotourism activity at Serangan Island, southern Denpasar – it lets you s(...TRUNCATED)
"Bali Sharks is a unique ecotourism activity at Serangan Island, southern Denpasar – it lets you s(...TRUNCATED)
google/gemma-4-E4B-it
{"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}
0.333333
4
0.065217
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0.067702
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true
"Bali Sharks is a unique ecotourism activity at Serangan Island, southern Denpasar – it lets you s(...TRUNCATED)
true
0.838637
0.785219
0.783005
End of preview. Expand in Data Studio

Auto-Generated FastDetector Dataset

  • Model Name: google/gemma-4-E4B-it

  • Sampling Params (as sent to the engine): {"temperature": 0.0, "top_p": 1.0, "presence_penalty": 0.0}

  • Ignored Params (unsupported by this engine): None

  • Prompt File: prompts/filter_contiguous_subset.json

  • Total Train Prompts: 1

  • Source Dataset: G-reen/cc-re-2020-raw-sharded

  • Source Column: text

  • Target Num Samples: all

  • Dropped Samples (over length limit 15000 tokens): 430

  • Failed API Requests: 495

  • Total Input Tokens Processed: 808109382

  • Total Output Tokens Processed: 194970562

  • Total Runtime: 62292.04 seconds

  • Engine: vllm

Filtering Applied

  • Conditions: [ConditionConfig(column='is_loose_subset', operator='==', value=True), ConditionConfig(column='deviated_lines_proportion_quantile', operator='<', value=0.9), ConditionConfig(column='deviated_words_proportion_quantile', operator='<', value=0.9), ConditionConfig(column='deviated_characters_proportion_quantile', operator='<', value=0.9)]
  • Filter type: AND
  • Langdetect Threshold: 0.95
  • Config: shard_19
  • Rows before filter: 249570
  • Rows after filter: 192295
  • Rows trashed: 57275

Test-set deduplication (2026-09-05)

Every config (trashed configs included) was deduplicated against the human test set rounaksaha12/ai-det-test-human-refined (revision 5e6829d5). A row is removed, AI generation included, when its human text matches a test document by page URL, by normalised exact text, or by word 8-gram overlap (>= 100 shared distinct 8-grams with one test document, or coverage >= 0.2 of either side's 8-grams). Rows derived from a removed row of the parent filtered dataset are removed as well. Rows before: 4991391. Removed: 164. Script: scripts/dedup_against_test.py.

Config Rows before Removed Rows after
shard_0 192246 5 192241
shard_0_trashed_data 57303 2 57301
shard_1 192137 6 192131
shard_1_trashed_data 57420 4 57416
shard_2 192412 4 192408
shard_2_trashed_data 57169 4 57165
shard_3 192682 5 192677
shard_3_trashed_data 56882 4 56878
shard_4 192378 2 192376
shard_4_trashed_data 57179 10 57169
shard_5 192690 1 192689
shard_5_trashed_data 56895 5 56890
shard_6 192622 5 192617
shard_6_trashed_data 56907 0 56907
shard_7 192426 5 192421
shard_7_trashed_data 57136 3 57133
shard_8 192408 4 192404
shard_8_trashed_data 57167 5 57162
shard_9 192433 4 192429
shard_9_trashed_data 57148 4 57144
shard_10 192505 4 192501
shard_10_trashed_data 57039 3 57036
shard_11 192322 6 192316
shard_11_trashed_data 57269 1 57268
shard_12 192366 3 192363
shard_12_trashed_data 57216 4 57212
shard_13 192332 1 192331
shard_13_trashed_data 57247 5 57242
shard_14 192669 7 192662
shard_14_trashed_data 56896 8 56888
shard_15 192591 3 192588
shard_15_trashed_data 56936 3 56933
shard_16 192595 1 192594
shard_16_trashed_data 57017 2 57015
shard_17 192420 6 192414
shard_17_trashed_data 57171 9 57162
shard_18 192744 3 192741
shard_18_trashed_data 56846 4 56842
shard_19 192295 3 192292
shard_19_trashed_data 57275 6 57269
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