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Cannot load the dataset split (in streaming mode) to extract the first rows.

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
data_rows: int64
resolved_new_usage: int64
unresolved_new_usage: int64
cumulative_zeros: int64
early_zeros_retained: int64
other_columns_identical: bool
independent_weighted_checks: list<item: struct<panel: string, group: string, outcome: string, n: int64, value: double>>
  child 0, item: struct<panel: string, group: string, outcome: string, n: int64, value: double>
      child 0, panel: string
      child 1, group: string
      child 2, outcome: string
      child 3, n: int64
      child 4, value: double
reviewer_comments_identical: bool
new_figures_native_vector: list<item: string>
  child 0, item: string
early_window: string
cumulative_usage_window: string
unchanged_historical_diagnostics: list<item: string>
  child 0, item: string
local_only: bool
remote_pushed: bool
build_checks: struct<compiler: string, results: list<item: struct<document: string, command: list<item: string>, e (... 60 chars omitted)
  child 0, compiler: string
  child 1, results: list<item: struct<document: string, command: list<item: string>, exit_code: int64, warnings: list<it (... 25 chars omitted)
      child 0, item: struct<document: string, command: list<item: string>, exit_code: int64, warnings: list<item: null>,  (... 13 chars omitted)
          child 0, document: string
          child 1, command: list<item: string>
              child 0, item: string
          child 2, exit_code: int64
          child 3, warnings: list<item: null>
              child 0, item: null
          child 4, passed: b
...
cy_timing_pdf: string
checks: list<item: struct<test: string, values: int64, passed: bool>>
  child 0, item: struct<test: string, values: int64, passed: bool>
      child 0, test: string
      child 1, values: int64
      child 2, passed: bool
caption_sample_sizes_and_cutoffs_retained: bool
sector_displayed_n: int64
sector_other_displayed: bool
displayed_numeric_values_changed: list<item: string>
  child 0, item: string
installed_locally: bool
cd_y_scale: struct<type: string, base: int64, limits: list<item: int64>, bar_baseline: int64, bar_endpoints_matc (... 15 chars omitted)
  child 0, type: string
  child 1, base: int64
  child 2, limits: list<item: int64>
      child 0, item: int64
  child 3, bar_baseline: int64
  child 4, bar_endpoints_match_source: bool
paper_baseline_added: bool
e_legend: string
paper_baseline_policy: string
sector_weight_reference_n: int64
annotation_text_checks: string
status: string
bold_panel_titles: int64
f_style: string
f_y_limits: list<item: double>
  child 0, item: double
shared_y_axis: struct<limits: list<item: double>, ticks: list<item: double>, linked: bool, visible_tick_panels: lis (... 55 chars omitted)
  child 0, limits: list<item: double>
      child 0, item: double
  child 1, ticks: list<item: double>
      child 0, item: double
  child 2, linked: bool
  child 3, visible_tick_panels: list<item: string>
      child 0, item: string
  child 4, axis_title_panels: list<item: string>
      child 0, item: string
sector_weights_recomputed: bool
to
{'status': Value('string'), 'source_sha256': {'coefficients': Value('string'), 'collaboration': Value('string'), 'density': Value('string'), 'density_ci': Value('string'), 'legacy_timing_pdf': Value('string')}, 'source_paths': {'coefficients': Value('string'), 'collaboration': Value('string'), 'density': Value('string'), 'density_ci': Value('string'), 'legacy_timing_pdf': Value('string')}, 'checks': List({'test': Value('string'), 'values': Value('int64'), 'passed': Value('bool')}), 'bold_panel_titles': Value('int64'), 'annotation_text_checks': Value('string'), 'shared_y_axis': {'limits': List(Value('float64')), 'ticks': List(Value('float64')), 'linked': Value('bool'), 'visible_tick_panels': List(Value('string')), 'axis_title_panels': List(Value('string'))}, 'cd_y_scale': {'type': Value('string'), 'base': Value('int64'), 'limits': List(Value('int64')), 'bar_baseline': Value('int64'), 'bar_endpoints_match_source': Value('bool')}, 'paper_baseline_added': Value('bool'), 'e_legend': Value('string'), 'paper_baseline_policy': Value('string'), 'displayed_numeric_values_changed': List(Value('string')), 'sector_other_displayed': Value('bool'), 'sector_weight_reference_n': Value('int64'), 'sector_displayed_n': Value('int64'), 'sector_weights_recomputed': Value('bool'), 'f_style': Value('string'), 'f_y_limits': List(Value('float64')), 'caption_sample_sizes_and_cutoffs_retained': Value('bool'), 'installed_locally': Value('bool'), 'remote_pushed': Value('bool')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 544, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 3052, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2559, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2584, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 558, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 440, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, 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 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              data_rows: int64
              resolved_new_usage: int64
              unresolved_new_usage: int64
              cumulative_zeros: int64
              early_zeros_retained: int64
              other_columns_identical: bool
              independent_weighted_checks: list<item: struct<panel: string, group: string, outcome: string, n: int64, value: double>>
                child 0, item: struct<panel: string, group: string, outcome: string, n: int64, value: double>
                    child 0, panel: string
                    child 1, group: string
                    child 2, outcome: string
                    child 3, n: int64
                    child 4, value: double
              reviewer_comments_identical: bool
              new_figures_native_vector: list<item: string>
                child 0, item: string
              early_window: string
              cumulative_usage_window: string
              unchanged_historical_diagnostics: list<item: string>
                child 0, item: string
              local_only: bool
              remote_pushed: bool
              build_checks: struct<compiler: string, results: list<item: struct<document: string, command: list<item: string>, e (... 60 chars omitted)
                child 0, compiler: string
                child 1, results: list<item: struct<document: string, command: list<item: string>, exit_code: int64, warnings: list<it (... 25 chars omitted)
                    child 0, item: struct<document: string, command: list<item: string>, exit_code: int64, warnings: list<item: null>,  (... 13 chars omitted)
                        child 0, document: string
                        child 1, command: list<item: string>
                            child 0, item: string
                        child 2, exit_code: int64
                        child 3, warnings: list<item: null>
                            child 0, item: null
                        child 4, passed: b
              ...
              cy_timing_pdf: string
              checks: list<item: struct<test: string, values: int64, passed: bool>>
                child 0, item: struct<test: string, values: int64, passed: bool>
                    child 0, test: string
                    child 1, values: int64
                    child 2, passed: bool
              caption_sample_sizes_and_cutoffs_retained: bool
              sector_displayed_n: int64
              sector_other_displayed: bool
              displayed_numeric_values_changed: list<item: string>
                child 0, item: string
              installed_locally: bool
              cd_y_scale: struct<type: string, base: int64, limits: list<item: int64>, bar_baseline: int64, bar_endpoints_matc (... 15 chars omitted)
                child 0, type: string
                child 1, base: int64
                child 2, limits: list<item: int64>
                    child 0, item: int64
                child 3, bar_baseline: int64
                child 4, bar_endpoints_match_source: bool
              paper_baseline_added: bool
              e_legend: string
              paper_baseline_policy: string
              sector_weight_reference_n: int64
              annotation_text_checks: string
              status: string
              bold_panel_titles: int64
              f_style: string
              f_y_limits: list<item: double>
                child 0, item: double
              shared_y_axis: struct<limits: list<item: double>, ticks: list<item: double>, linked: bool, visible_tick_panels: lis (... 55 chars omitted)
                child 0, limits: list<item: double>
                    child 0, item: double
                child 1, ticks: list<item: double>
                    child 0, item: double
                child 2, linked: bool
                child 3, visible_tick_panels: list<item: string>
                    child 0, item: string
                child 4, axis_title_panels: list<item: string>
                    child 0, item: string
              sector_weights_recomputed: bool
              to
              {'status': Value('string'), 'source_sha256': {'coefficients': Value('string'), 'collaboration': Value('string'), 'density': Value('string'), 'density_ci': Value('string'), 'legacy_timing_pdf': Value('string')}, 'source_paths': {'coefficients': Value('string'), 'collaboration': Value('string'), 'density': Value('string'), 'density_ci': Value('string'), 'legacy_timing_pdf': Value('string')}, 'checks': List({'test': Value('string'), 'values': Value('int64'), 'passed': Value('bool')}), 'bold_panel_titles': Value('int64'), 'annotation_text_checks': Value('string'), 'shared_y_axis': {'limits': List(Value('float64')), 'ticks': List(Value('float64')), 'linked': Value('bool'), 'visible_tick_panels': List(Value('string')), 'axis_title_panels': List(Value('string'))}, 'cd_y_scale': {'type': Value('string'), 'base': Value('int64'), 'limits': List(Value('int64')), 'bar_baseline': Value('int64'), 'bar_endpoints_match_source': Value('bool')}, 'paper_baseline_added': Value('bool'), 'e_legend': Value('string'), 'paper_baseline_policy': Value('string'), 'displayed_numeric_values_changed': List(Value('string')), 'sector_other_displayed': Value('bool'), 'sector_weight_reference_n': Value('int64'), 'sector_displayed_n': Value('int64'), 'sector_weights_recomputed': Value('bool'), 'f_style': Value('string'), 'f_y_limits': List(Value('float64')), 'caption_sample_sizes_and_cutoffs_retained': Value('bool'), 'installed_locally': Value('bool'), 'remote_pushed': Value('bool')}
              because column names don't match

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SoD data and reproduction archive

Updated manuscript figures: 27 October 2026

Open the current reproduction instructions or browse the revision files. This version matches Code Ocean capsule 5528453, commit f1434f93c20c0fae5f36fec7b142396465a1d238, and manuscript commit fdab4f2c9169ec29f02b210e1070a169618aa40e.

The revision includes the figure-generation code, fixed input tables and rosters, native environment definition, exact reference PDFs, and numerical validation records. All 29 manuscript figure assets are included. Twenty-two are recalculated or redrawn, with retained panels and frozen summaries identified separately; seven are retained original artifacts. A complete offline run in the native Code Ocean environment passed. That local validation does not imply execution on the Code Ocean cloud.

Download only reproduction_20261027/** for this figure-reproduction package. Its entrypoint is bash code/run from the downloaded revision directory, after installing the pinned environment. The large historical checkpoints and split archives at the dataset root are not needed for this run.

The delivered analysis retains archived usage through 2025. The fixed new-usage candidate, observed through April 2026, is supplied separately. Its unresolved entities remain missing, and early-window resolved zeros are retained. Citation snapshot retrieval on 17-18 October 2026 and citation-event windows remain distinct. Regressions, summary redraws, and retained artwork are not conflated.

Historical archive

The original dataset, split archives, checkpoints, and inference artifacts remain at the dataset root. They retain their original filenames and content hashes. The new version is an additional, bounded reproduction package; it does not replace the historical archive. Existing component license notices are included with the revision files.

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