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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowNotImplementedError
Message: Cannot write struct type 'feedback_current' with no child field to Parquet. Consider adding a dummy child field.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 781, in finalize
self.write_rows_on_file()
~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 663, in write_rows_on_file
self._write_table(table)
~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 771, in _write_table
self._build_writer(inferred_schema=pa_table.schema)
~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 812, in _build_writer
self.pa_writer = pq.ParquetWriter(
~~~~~~~~~~~~~~~~^
self.stream,
^^^^^^^^^^^^
...<9 lines>...
},
^^
)
^
File "/usr/local/lib/python3.14/site-packages/pyarrow/parquet/core.py", line 1070, in __init__
self.writer = _parquet.ParquetWriter(
~~~~~~~~~~~~~~~~~~~~~~^
sink, schema,
^^^^^^^^^^^^^
...<18 lines>...
store_decimal_as_integer=store_decimal_as_integer,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
**options)
^^^^^^^^^^
File "pyarrow/_parquet.pyx", line 2363, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
return check_status(status)
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
raise convert_status(status)
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'feedback_current' with no child field to Parquet. Consider adding a dummy child field.
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 datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
schema_version string | session_id string | completion_code string | assigned_key_idx int64 | condition string | run_mode string | walkthrough_started_at string | started_at string | ended_at string | model string | case_id string | perfect_answer dict | discussion_plan dict | dominant_framework string | manager_history list | turns list | feedback list | feedback_current dict | argument_snapshots list | essays dict | upload_errors list | session_summary null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.2 | 20260618_084847 | 80323 | 1 | non-ca | test | 2026-06-18T08:48:44.305162+10:00 | 2026-06-18T08:48:47.951391+10:00 | 2026-06-18T08:49:07.524418+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "A university considering an AI system that predicts likely success and then guides teachers and sends study suggestions should strongly avoid deploying it. The problem is not only that the system feels intrusive. It is that the likely effects are harmful in ways that are hard to undo, especially once teach... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: \n anchor: \"I take the stance to strongly caution against this practice.\"\n\n- id: 2\n component: stakeholders\n gap: The draft names students and teachers but does not clearly identify all key affected actors lik... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:47.951899+10:00",
"trigger": "submit_initial_confirm",
"text": "In considering a university's decision to deploy an AI system that predicts a student's likely success in a course I take the stance to strongly caution against this practice. A practice that in... | {
"argument": {
"text": "In considering a university's decision to deploy an AI system that predicts a student's likely success in a course I take the stance to strongly caution against this practice. A practice that informs a teacher of student's previous history creates a bias against the student before the st... | [] | null |
1.2 | 20260618_084849 | 58748 | 2 | non-ca | test | 2026-06-18T08:48:44.863431+10:00 | 2026-06-18T08:48:49.311957+10:00 | 2026-06-18T08:49:05.994012+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "The system can be ethically acceptable only when the likely benefits clearly outweigh the likely harms, and when the university can show that the harms are kept small and fixable.\n\nOn the benefit side, the strongest case is simple. Teachers often miss when a learner starts to fall behind early. If the sy... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: The draft clearly supports deployment only under certain conditions.\n rationale: The position is stated directly and includes a clear conditional commitment. A grader can see both the direction and that the endorsement depends on meeting requirements.\n... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:49.312317+10:00",
"trigger": "submit_initial_confirm",
"text": "I believe this AI system is ethically acceptable only under certain conditions. It could help teachers identify students who may need extra support and give students useful study suggestions befo... | {
"argument": {
"text": "I believe this AI system is ethically acceptable only under certain conditions. It could help teachers identify students who may need extra support and give students useful study suggestions before problems become serious. That could improve learning outcomes and help more students succee... | [] | null |
1.2 | 20260618_084853 | 53216 | 3 | non-ca | test | 2026-06-18T08:48:48.092270+10:00 | 2026-06-18T08:48:53.070292+10:00 | 2026-06-18T08:49:08.045231+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "A university should strongly caution against deploying an AI system that predicts each student’s likely success in a course. Even if the system does not change grades, it can still change what students experience, what teachers do, and which kinds of students get reached early.\n\nThe core worry is the cha... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: \n anchor: \"I take the stance to strongly caution against this practice.\"\n\n- id: 2\n component: stakeholders\n gap: The draft mainly names students and teachers but does not clearly include other affected actors... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:53.070790+10:00",
"trigger": "submit_initial_confirm",
"text": "In considering a university's decision to deploy an AI system that predicts a student's likely success in a course I take the stance to strongly caution against this practice. A practice that in... | {
"argument": {
"text": "In considering a university's decision to deploy an AI system that predicts a student's likely success in a course I take the stance to strongly caution against this practice. A practice that informs a teacher of student's previous history creates a bias against the student before the st... | [] | null |
1.2 | 20260618_084853 | 67199 | 4 | non-ca | test | 2026-06-18T08:48:48.315588+10:00 | 2026-06-18T08:48:53.234973+10:00 | 2026-06-18T08:49:11.698883+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "The system is not ethically acceptable because it is likely to produce more harm than help, and much of that harm is hard to undo once it starts shaping everyday choices.\n\nThe core predicted harm is that the system will steer teacher attention away from the people who most need support. It does not just ... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: \n anchor: \"I do not believe the use of this system is ethically acceptable.\"\n\n- id: 2\n component: stakeholders\n gap: The draft mainly highlights students and teachers but does not clearly name other affected ... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:53.235278+10:00",
"trigger": "submit_initial_confirm",
"text": "This \"AI\" system seems like an egregious breach of privacy under the guise of helping teachers support their students. Students differ wildly in how they approach their studies and can not be j... | {
"argument": {
"text": "This \"AI\" system seems like an egregious breach of privacy under the guise of helping teachers support their students. Students differ wildly in how they approach their studies and can not be judged properly based on so few metrics. In fact, I believe that this system could potentially ... | [] | null |
1.2 | 20260618_084854 | 16276 | 5 | non-ca | test | 2026-06-18T08:48:50.048387+10:00 | 2026-06-18T08:48:54.935032+10:00 | 2026-06-18T08:49:11.677741+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "It makes sense to use help to support learning. But turning that help into an AI “watching” system that tracks students closely and produces labels for teachers to act on can violate what students are owed.\n\nIn college, students are generally treated as grown adults responsible for their own choices. A u... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: The draft clearly leans against deployment, mainly on privacy grounds and the idea that college students should not be closely monitored. It does not frame the system as acceptable even with minor tweaks.\n anchor: \"... | duty_rights | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:54.937853+10:00",
"trigger": "submit_initial_confirm",
"text": "Although I feel this is helpful; I feel as a college student aka a grown adult you should be responsible for your own advancement. I can understand this approach in high school but college is to ... | {
"argument": {
"text": "Although I feel this is helpful; I feel as a college student aka a grown adult you should be responsible for your own advancement. I can understand this approach in high school but college is to prepare you for life. In life you wont be reminded when you are falling behind or need support... | [] | null |
1.2 | 20260618_084854 | 48232 | 7 | non-ca | test | 2026-06-18T08:48:50.430966+10:00 | 2026-06-18T08:48:54.963187+10:00 | 2026-06-18T08:49:12.323247+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "Using an AI system to spot who might need extra help can be ethically acceptable, but only if the school can show that the helpful effects are more likely, and more serious, than the harms.\n\nOn the benefit side, the system can make support arrive earlier than teachers could manage by hand in large classe... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: acceptable only under certain conditions\n rationale: \n anchor: \"I think the AI system is ethically acceptable but under certain conditions.\"\n\n- id: 2\n component: stakeholders\n gap: The draft mainly names students and teachers, but it does not ... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:54.963565+10:00",
"trigger": "submit_initial_confirm",
"text": "I think the AI system is ethically acceptable but under certain conditions. While it may enable struggling students get early support in their learning and receive personalized study suggestions,... | {
"argument": {
"text": "I think the AI system is ethically acceptable but under certain conditions. While it may enable struggling students get early support in their learning and receive personalized study suggestions, we cannot dismiss the fact that some concerns about privacy, misclassification and bias may o... | [] | null |
1.2 | 20260618_084854 | 75852 | 6 | non-ca | test | 2026-06-18T08:48:49.929846+10:00 | 2026-06-18T08:48:54.935650+10:00 | 2026-06-18T08:49:08.714332+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "Putting a predictive support tool in a university course can be ethically acceptable when it is used to help, not to grade, and when the expected upsides are larger than the expected harms. The core promise is that struggling students get earlier, clearer help, and teachers can respond sooner instead of wa... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: The draft clearly supports deployment as beneficial for students and as helpful for professors.\n rationale: The draft makes a positive judgement and does not treat deployment as conditional. A skeptical reader would still ask for limits, but the polarit... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:54.936024+10:00",
"trigger": "submit_initial_confirm",
"text": "I do think this would be a really beneficial tool for students. I want to say more so for high schoolers. For university students this would be helpful for them to excel in university. This could... | {
"argument": {
"text": "I do think this would be a really beneficial tool for students. I want to say more so for high schoolers. For university students this would be helpful for them to excel in university. This could help students to reverse a failing grade before the semester ends. This would help professors... | [] | null |
1.2 | 20260618_084855 | 01264 | 8 | non-ca | test | 2026-06-18T08:48:50.640598+10:00 | 2026-06-18T08:48:55.023926+10:00 | 2026-06-18T08:49:15.831194+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "Putting an AI system in place to predict each student’s likely success sounds helpful. But in this case, it is unnecessary, and the likely downsides are the kinds that easily change how students are treated.\n\nThe system’s main value claim is that it helps teachers intervene earlier. The problem is that t... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: \n anchor: \"so it is not needed\"\n\n- id: 2\n component: stakeholders\n gap: The argument names students and staff, but it does not clearly separate all the specific groups whose roles and incentives could be affe... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:55.024262+10:00",
"trigger": "submit_initial_confirm",
"text": "Deploying an AI-system that predicts each student's likely success in a course is somewhat unnecessary. For starters, there are people employed that specialize in working with tasks like this, su... | {
"argument": {
"text": "Deploying an AI-system that predicts each student's likely success in a course is somewhat unnecessary. For starters, there are people employed that specialize in working with tasks like this, such as academic advisors, counselors, directors, etc. With humans employed to work with these t... | [] | null |
1.2 | 20260618_084855 | 85575 | 9 | non-ca | test | 2026-06-18T08:48:50.930134+10:00 | 2026-06-18T08:48:55.271586+10:00 | 2026-06-18T08:49:11.661549+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "I do not think this AI system is ethically acceptable because it asks students to live under heavy monitoring and tracking without a clear, student-centered claim that this is their privacy and choice boundary.\n\nThe core issue is not just that “some data” is used. It is that the system treats day-to-day ... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: ethically unacceptable\n rationale: The stance is clear and unambiguous. The draft directly rejects the system as unethical rather than saying it might be acceptable under conditions.\n anchor: \"I do not agree that the proposed AI system is ethical.\"\... | duty_rights | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T08:48:55.271904+10:00",
"trigger": "submit_initial_confirm",
"text": "I do not agree that the proposed AI system is ethical. There is the risk of privacy violations and information misappropriation. I also want to know what company is behind the AI system. I want t... | {
"argument": {
"text": "I do not agree that the proposed AI system is ethical. There is the risk of privacy violations and information misappropriation. I also want to know what company is behind the AI system. I want to know if that company has a good reputation and if political, I want to know how they have or... | [] | null |
1.2 | 20260618_153031 | 13876 | 10 | non-ca | test | null | 2026-06-18T15:30:31.358062+10:00 | 2026-06-18T15:30:44.776744+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "An AI system that predicts whether learners are likely to succeed sounds helpful. It is easy to treat that as a simple win. Yet using the system in a way that tracks learners and shapes how teachers relate to them creates moral constraints that do not disappear just because the goal is better support.\n\nT... | {
"text": "- id: 1\n component: claim\n gap: well-addressed: acceptable only under certain conditions\n rationale: The draft clearly supports deployment only with specific conditions, not in general. It also signals a conditional “only support if” stance rather than a full ban.\n anchor: I would only support it i... | duty_rights | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-18T15:30:31.358744+10:00",
"trigger": "submit_initial_confirm",
"text": "I think this AI system should be considered carefully before deployment. Predicting outcomes based on platform activity raises real concerns about privacy and fairness. Participants should know w... | {
"argument": {
"text": "I think this AI system should be considered carefully before deployment. Predicting outcomes based on platform activity raises real concerns about privacy and fairness. Participants should know what data is collected and have a real choice about whether their behavior is monitored. Even i... | [] | null |
1.2 | 20260619_212637 | 83540 | 1 | non-ca | test | 2026-06-19T21:26:28.012000+10:00 | 2026-06-19T21:26:37.206011+10:00 | 2026-06-19T21:26:57.624987+10:00 | gpt-5.4-nano-2026-03-17 | ai-predictive-analytics | {
"text": "An AI system that predicts likely success can only justify itself if it reliably supports the real goal. Here, the problem is not that the goal is bad. It is that the system seems unlikely to do the job it claims to do. If the prediction is not a good guide, then the system becomes more of a distraction th... | {
"text": "- id: 1\n component: claim\n gap: ethically unacceptable\n rationale: \n anchor: \"I do not think this AI system should be deployed\"\n\n- id: 2\n component: stakeholders\n gap: names mainly the university and students, but does not clarify effects on teachers, support staff, or future cohorts.\n ra... | consequence | [] | [] | [] | {} | [
{
"n": 1,
"timestamp": "2026-06-19T21:26:37.206859+10:00",
"trigger": "submit_initial_confirm",
"text": "I do not think this AI system should be deployed, not because of ethical concerns but because of my concerns about whether it is able to achieve its desired outcomes. It seems that the university... | {
"argument": {
"text": "I do not think this AI system should be deployed, not because of ethical concerns but because of my concerns about whether it is able to achieve its desired outcomes. It seems that the university holds a main assumption that a student's academic performance is largely predictable based on... | [] | null |
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