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nati1221
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craft-gc-human-eval-results

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
study_version: string
evaluator_id: string
background: string
timestamp: timestamp[s]
record_type: string
task_index: int64
prompt_id: string
region: string
method: string
method_label: string
seed: string
label: string
image_url: string
prompt_realistic_yes: string
gender_male_count: string
gender_female_count: string
location_match_yes: string
best_location_method: string
cultural_fair: string
is_best: int64
comment: string
realism_quality: string
to
{'evaluator_id': Value('string'), 'background': Value('string'), 'timestamp': Value('timestamp[s]'), 'task_index': Value('int64'), 'prompt_id': Value('string'), 'region': Value('string'), 'seed': Value('int64'), 'label': Value('string'), 'method': Value('string'), 'image_url': Value('string'), 'realism_quality': Value('string'), 'cultural_fair': Value('string'), 'is_best': Value('int64'), 'comment': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              study_version: string
              evaluator_id: string
              background: string
              timestamp: timestamp[s]
              record_type: string
              task_index: int64
              prompt_id: string
              region: string
              method: string
              method_label: string
              seed: string
              label: string
              image_url: string
              prompt_realistic_yes: string
              gender_male_count: string
              gender_female_count: string
              location_match_yes: string
              best_location_method: string
              cultural_fair: string
              is_best: int64
              comment: string
              realism_quality: string
              to
              {'evaluator_id': Value('string'), 'background': Value('string'), 'timestamp': Value('timestamp[s]'), 'task_index': Value('int64'), 'prompt_id': Value('string'), 'region': Value('string'), 'seed': Value('int64'), 'label': Value('string'), 'method': Value('string'), 'image_url': Value('string'), 'realism_quality': Value('string'), 'cultural_fair': Value('string'), 'is_best': Value('int64'), 'comment': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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evaluator_id
string
background
string
timestamp
timestamp[s]
task_index
int64
prompt_id
string
region
string
seed
int64
label
string
method
string
image_url
string
realism_quality
string
cultural_fair
string
is_best
int64
comment
string
E1
AI/ML
2026-06-26T05:26:22
0
SSA_008
sub_saharan_africa
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
5
0
E1
AI/ML
2026-06-26T05:26:22
0
SSA_008
sub_saharan_africa
42
B
base
https://huggingface.co/d…008_base_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
0
SSA_008
sub_saharan_africa
42
C
craftgc
https://huggingface.co/d…_craftgc_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
0
SSA_008
sub_saharan_africa
42
D
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
0
SSA_008
sub_saharan_africa
42
E
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
5
4
1
E1
AI/ML
2026-06-26T05:26:22
1
SSA_019
sub_saharan_africa
42
A
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
5
1
E1
AI/ML
2026-06-26T05:26:22
1
SSA_019
sub_saharan_africa
42
B
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
1
SSA_019
sub_saharan_africa
42
C
base
https://huggingface.co/d…019_base_s42.png
5
3
0
E1
AI/ML
2026-06-26T05:26:22
1
SSA_019
sub_saharan_africa
42
D
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
1
SSA_019
sub_saharan_africa
42
E
fairimagen
https://huggingface.co/d…irimagen_s42.png
2
4
0
E1
AI/ML
2026-06-26T05:26:22
2
SSA_017
sub_saharan_africa
42
A
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
5
5
1
E1
AI/ML
2026-06-26T05:26:22
2
SSA_017
sub_saharan_africa
42
B
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
2
SSA_017
sub_saharan_africa
42
C
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
5
0
E1
AI/ML
2026-06-26T05:26:22
2
SSA_017
sub_saharan_africa
42
D
base
https://huggingface.co/d…017_base_s42.png
2
2
0
E1
AI/ML
2026-06-26T05:26:22
2
SSA_017
sub_saharan_africa
42
E
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
5
0
E1
AI/ML
2026-06-26T05:26:22
3
SSA_001
sub_saharan_africa
42
A
base
https://huggingface.co/d…001_base_s42.png
4
5
0
E1
AI/ML
2026-06-26T05:26:22
3
SSA_001
sub_saharan_africa
42
B
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
5
5
1
E1
AI/ML
2026-06-26T05:26:22
3
SSA_001
sub_saharan_africa
42
C
craftgc
https://huggingface.co/d…_craftgc_s42.png
null
null
0
E1
AI/ML
2026-06-26T05:26:22
3
SSA_001
sub_saharan_africa
42
D
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
3
SSA_001
sub_saharan_africa
42
E
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
5
0
E1
AI/ML
2026-06-26T05:26:22
4
SSA_030
sub_saharan_africa
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
5
5
1
E1
AI/ML
2026-06-26T05:26:22
4
SSA_030
sub_saharan_africa
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
4
SSA_030
sub_saharan_africa
42
C
base
https://huggingface.co/d…030_base_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
4
SSA_030
sub_saharan_africa
42
D
craftgc
https://huggingface.co/d…_craftgc_s42.png
5
5
0
E1
AI/ML
2026-06-26T05:26:22
4
SSA_030
sub_saharan_africa
42
E
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
5
5
0
E1
AI/ML
2026-06-26T05:26:22
5
SSA_022
sub_saharan_africa
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
5
5
1
E1
AI/ML
2026-06-26T05:26:22
5
SSA_022
sub_saharan_africa
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
5
SSA_022
sub_saharan_africa
42
C
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
5
SSA_022
sub_saharan_africa
42
D
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
5
0
E1
AI/ML
2026-06-26T05:26:22
5
SSA_022
sub_saharan_africa
42
E
base
https://huggingface.co/d…022_base_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
6
SSA_038
sub_saharan_africa
42
A
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
6
SSA_038
sub_saharan_africa
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
6
SSA_038
sub_saharan_africa
42
C
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
6
SSA_038
sub_saharan_africa
42
D
base
https://huggingface.co/d…038_base_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
6
SSA_038
sub_saharan_africa
42
E
craftgc
https://huggingface.co/d…_craftgc_s42.png
5
4
1
E1
AI/ML
2026-06-26T05:26:22
7
SSA_013
sub_saharan_africa
42
A
base
https://huggingface.co/d…013_base_s42.png
3
3
1
E1
AI/ML
2026-06-26T05:26:22
7
SSA_013
sub_saharan_africa
42
B
craftgc
https://huggingface.co/d…_craftgc_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
7
SSA_013
sub_saharan_africa
42
C
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
2
2
0
E1
AI/ML
2026-06-26T05:26:22
7
SSA_013
sub_saharan_africa
42
D
fairimagen
https://huggingface.co/d…irimagen_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
7
SSA_013
sub_saharan_africa
42
E
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
8
SSA_015
sub_saharan_africa
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
8
SSA_015
sub_saharan_africa
42
B
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
5
1
E1
AI/ML
2026-06-26T05:26:22
8
SSA_015
sub_saharan_africa
42
C
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
8
SSA_015
sub_saharan_africa
42
D
base
https://huggingface.co/d…015_base_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
8
SSA_015
sub_saharan_africa
42
E
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
9
SSA_033
sub_saharan_africa
42
A
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
9
SSA_033
sub_saharan_africa
42
B
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
9
SSA_033
sub_saharan_africa
42
C
base
https://huggingface.co/d…033_base_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
9
SSA_033
sub_saharan_africa
42
D
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
9
SSA_033
sub_saharan_africa
42
E
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
10
SSA_011
sub_saharan_africa
42
A
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
10
SSA_011
sub_saharan_africa
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
10
SSA_011
sub_saharan_africa
42
C
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
10
SSA_011
sub_saharan_africa
42
D
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
10
SSA_011
sub_saharan_africa
42
E
base
https://huggingface.co/d…011_base_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
11
SSA_021
sub_saharan_africa
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
4
1
E1
AI/ML
2026-06-26T05:26:22
11
SSA_021
sub_saharan_africa
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
11
SSA_021
sub_saharan_africa
42
C
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
11
SSA_021
sub_saharan_africa
42
D
craftgc
https://huggingface.co/d…_craftgc_s42.png
2
2
0
E1
AI/ML
2026-06-26T05:26:22
11
SSA_021
sub_saharan_africa
42
E
base
https://huggingface.co/d…021_base_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
12
SA_004
south_asia
42
A
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
12
SA_004
south_asia
42
B
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
12
SA_004
south_asia
42
C
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
12
SA_004
south_asia
42
D
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
12
SA_004
south_asia
42
E
base
https://huggingface.co/d…004_base_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
13
SA_007
south_asia
42
A
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
2
2
0
E1
AI/ML
2026-06-26T05:26:22
13
SA_007
south_asia
42
B
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
13
SA_007
south_asia
42
C
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
13
SA_007
south_asia
42
D
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
13
SA_007
south_asia
42
E
base
https://huggingface.co/d…007_base_s42.png
2
2
0
E1
AI/ML
2026-06-26T05:26:22
14
SA_001
south_asia
42
A
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
14
SA_001
south_asia
42
B
base
https://huggingface.co/d…001_base_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
14
SA_001
south_asia
42
C
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
2
0
E1
AI/ML
2026-06-26T05:26:22
14
SA_001
south_asia
42
D
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
14
SA_001
south_asia
42
E
craftgc
https://huggingface.co/d…_craftgc_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
15
SA_003
south_asia
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
15
SA_003
south_asia
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
3
1
E1
AI/ML
2026-06-26T05:26:22
15
SA_003
south_asia
42
C
base
https://huggingface.co/d…003_base_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
15
SA_003
south_asia
42
D
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
15
SA_003
south_asia
42
E
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
16
SEA_015
southeast_asia
42
A
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
16
SEA_015
southeast_asia
42
B
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
4
0
E1
AI/ML
2026-06-26T05:26:22
16
SEA_015
southeast_asia
42
C
base
https://huggingface.co/d…015_base_s42.png
5
5
1
E1
AI/ML
2026-06-26T05:26:22
16
SEA_015
southeast_asia
42
D
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
16
SEA_015
southeast_asia
42
E
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
17
SEA_003
southeast_asia
42
A
base
https://huggingface.co/d…003_base_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
17
SEA_003
southeast_asia
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
5
3
0
E1
AI/ML
2026-06-26T05:26:22
17
SEA_003
southeast_asia
42
C
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
17
SEA_003
southeast_asia
42
D
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
17
SEA_003
southeast_asia
42
E
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
18
SEA_012
southeast_asia
42
A
fairimagen
https://huggingface.co/d…irimagen_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
18
SEA_012
southeast_asia
42
B
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
3
4
0
E1
AI/ML
2026-06-26T05:26:22
18
SEA_012
southeast_asia
42
C
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
18
SEA_012
southeast_asia
42
D
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
18
SEA_012
southeast_asia
42
E
base
https://huggingface.co/d…012_base_s42.png
4
4
1
E1
AI/ML
2026-06-26T05:26:22
19
SEA_005
southeast_asia
42
A
craftgc
https://huggingface.co/d…_craftgc_s42.png
3
2
0
E1
AI/ML
2026-06-26T05:26:22
19
SEA_005
southeast_asia
42
B
base
https://huggingface.co/d…005_base_s42.png
2
3
0
E1
AI/ML
2026-06-26T05:26:22
19
SEA_005
southeast_asia
42
C
fairimagen
https://huggingface.co/d…irimagen_s42.png
4
3
0
E1
AI/ML
2026-06-26T05:26:22
19
SEA_005
southeast_asia
42
D
prompt_aug
https://huggingface.co/d…ompt_aug_s42.png
3
3
0
E1
AI/ML
2026-06-26T05:26:22
19
SEA_005
southeast_asia
42
E
prompt_aug_explicit
https://huggingface.co/d…explicit_s42.png
4
4
1
End of preview.

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Check out the documentation for more information.

CRAFT-GC Human Evaluation Results

Study version: v4-yesno-30x25grid (reset 20260628-171828 UTC)

Format

  • 30 prompts randomly sampled from GCFairBench-100
  • 5 diffusion seeds per prompt (150 images total)
  • Yes/No questions per image (realism; cultural appropriateness)
  • Three evaluators (E1, E2, E3) — scores summed as yes-vote counts

Files

  • ratings.jsonl — one JSON object per image answer (current round)
  • submissions/ — per-evaluator submission snapshots
  • archive/ — previous study rounds

Prior Likert-scale submissions (5-method blinded study) are preserved under archive/.
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