cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/gfb-c110-6475
title: Isami Mike Tsuji, oral history, 2003-09-06

description: An oral history interview with Isami Mike Tsuji, 2003 September 06, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1923 December 31. Campaigns/Battles: North Africa Deployment, Rome-Arno Campaign, Bruyeres, Belmont, Biffontaine.
DOI: 10.25549/gfb-c110-6461
title: Kuwashi Iwataki, oral history, 2003-02-23

description: An oral history interview with Kuwashi Iwataki, 2003 February 22, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-6. War or Conflict: World War, 1939-1945. Unit of Service: 100th Infantry Battalion (Separate). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1920 March 06. Campaigns/Battles: Rome-Arno Campaign, Bruyeres, Belmont, Biffontaine, Rescue of the Lost Battalion. Nickname: Kuwa.
DOI: 10.25549/gfb-c110-6439
title: Noel Tsuneishi, oral history, 2003-02-22

description: An oral history interview with Noel Tsuneishi, 2003 February 22, conducted by Phil Miyamoto with Go for Broke National Education Center. Parts 1-8. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1924 December 25. Campaigns/Battles: Philippine Islands.
DOI: 10.25549/gfb-c110-6511
title: Arthur Warren Cunningham, oral history, 2007-09-07

description: An oral history interview with Arthur Warren Cunningham, 2007 September 07, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: 141st Infantry Regiment. Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1924 December 06. Campaigns/Battles: Anzio Campaign, Rescue of the Lost Battalion.
DOI: 10.25549/gfb-c110-6354
title: Robert Nagata and Clarence Tamayori, oral history, 2007-08-26

description: An oral history interview with Robert Nagata and Clarence Tamayori, 2007 August 26, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1923 March 23. Campaigns/Battles: Rome-Arno Campaign, Rescue of the Lost Battalion, Champagne Campaign, The Gothic Line, Northern Apennines and Po Valley Campaigns.
DOI: 10.25549/gfb-c110-6465
title: Seichi Sakaida, oral history, 2007-08-26

description: An oral history interview with Seichi Sakaida, 2007 August 26, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1922 July 09. Campaigns/Battles: Rescue of the Lost Battalion, Bruyeres, Belmont, Biffontaine, Rhineland Campaign-Maritime Alps, Northern Apennines and Po Valley Campaigns, The Gothic Line.
DOI: 10.25549/gfb-c110-6498
title: Masaru Frank Yoshida, oral history, 2007-08-18

description: An oral history interview with Masaru Frank Yoshida, 2007 August 18, conducted by Steven Wasserman with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1918 February 14. Campaigns/Battles: Rome-Arno Campaign, Rhineland Campaign-Maritime Alps, Vosges, Bruyeres, Belmont, Biffontaine, Rescue of the Lost Battalion.
DOI: 10.25549/gfb-c110-6411
title: Jim Jitsuo Tokushige, oral history, 2007-07-14

description: An oral history interview with Jim Jitsuo Tokushige, 2007 July 14, conducted by Laura Wasserman with Go for Broke National Education Center. Parts 1-4. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1919 December 07. Campaigns/Battles: Rescue of the Lost Battalion.
DOI: 10.25549/gfb-c110-6446
title: Tom Tsuda, oral history, 2002-10-21

description: An oral history interview with Tom Tsuda, 2002 October 21, conducted by Michelle Dojiri with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: 100th Infantry Battalion/442nd Regimental Combat Team (Combined). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1923 April 25. Campaigns/Battles: Naples-Foggia Campaign.
DOI: 10.25549/gfb-c110-6542
title: Kenichi Sato, oral history, 2002-07-28

description: An oral history interview with Kenichi Sato, 2002 July 28, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1926 April 04. Campaigns/Battles: Philippine Islands, Post-war Occupation of Japan. Nickname: Ken.
DOI: 10.25549/gfb-c110-7159
title: Mitsugi Kamemoto, oral history, 2009-01-16

description: An oral history interview with Mitsugi Kamemoto, 2009 January 16, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-3. War or Conflict: World War, 1939-1945, Korean War, 1950-1953. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1927 June 14.
DOI: 10.25549/gfb-c110-7029
title: Noboru Yoshimura, oral history, 2009-06-25

description: An oral history interview with Noboru Yoshimura, 2009 June 25, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-2.
DOI: 10.25549/gfb-c110-6868
title: Masaru Funai, oral history, 2008-11-21

description: An oral history interview with Masaru Funai, 2008 November 21, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-2. War or Conflict: Korean War, 1950-1953. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1930 June 25. Nickname: Mas.
DOI: 10.25549/gfb-c110-6851
title: Nobuaki "Warren" Iwatake, oral history, 2008-06-04

description: An oral history interview with Nobuaki "Warren" Iwatake, 2008 June 04, conducted by Tim Yuge with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Entrance into Service: Conscripted. Date of Birth: 1923 March 03. Nickname: Warren.
DOI: 10.25549/gfb-c110-6879
title: Francis Mitsuo Ohta, oral history, 2008-04-26

description: An oral history interview with Francis Mitsuo Ohta, 2008 April 26, conducted by F. Nagoshi with Go for Broke National Education Center. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1924 September 16. Campaigns/Battles: Belvedere, Rome-Arno Campaign, Bruyeres, Belmont, Biffontaine, Rescue of the Lost Battalion.
DOI: 10.25549/gfb-c110-6082
title: Stanley Serikaku, oral history, 2002-06-29

description: An oral history interview with Stanley Serikaku, 2002 June 29, conducted by Darrell Kunitomi with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1921 January 16. Campaigns/Battles: Naples-Foggia Campaign, North Africa Deployment.
DOI: 10.25549/gfb-c110-6107
title: Tetsushi Marvin Uratsu, oral history, 2002-05-25

description: An oral history interview with Tetsushi Marvin Uratsu, 2002 May 25, conducted by Phil Miyamoto with Go for Broke National Education Center. Parts 1-7. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1925 February 07. Campaigns/Battles: Post-war Occupation of Japan. Nickname: Marvin.
DOI: 10.25549/gfb-c110-6056
title: Masaji Gene Uratsu, oral history, 2002-05-25

description: An oral history interview with Masaji Gene Uratsu, 2002 May 25, conducted by Marie Demonteverde with Go for Broke National Education Center. Parts 1-7. War or Conflict: World War, 1939-1945, Korean War, 1950-1953. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1917 July 05. Campaigns/Battles: Australia (Allied Translator and Interpreter Section), New Guinea Campaign, Philippine Islands, Luzon Campaign, New Guinea Campaign, Post-war Occupation of Japan. Nickname: Gene.
DOI: 10.25549/gfb-c110-5911
title: Lawrence Ishibashi, oral history, 2014-11-23

description: An oral history interview with Lawrence Ishibashi, 2014 November 23, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1925 April 23. Campaigns/Battles: Okinawa. Nickname: Larry.
DOI: 10.25549/gfb-c110-6251
title: Frank Masuoka, oral history, 2002-05-26

description: An oral history interview with Frank Masuoka, 2002 May 26, conducted by Phil Miyamoto with Go for Broke National Education Center. Parts 1-4. Campaigns/Battles: Saipan, Tinian and Guam, Leyte Campaign, Okinawa. Nickname: Baldy. War or Conflict: World War, 1939-1945, Korean War, 1950-1953. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1923 March 13.
DOI: 10.25549/gfb-c110-6146
title: James Murata, oral history, 2002-04-20

description: An oral history interview with James Murata, 2002 April 20, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1920 August 06. Campaigns/Battles: Post-war Occupation of Japan, Tokyo. Nickname: Jim.
DOI: 10.25549/gfb-c110-6015
title: Akira Minamide, oral history, 2002-02-24

description: An oral history interview with Akira Minamide, 2002 February 24, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-6. Campaigns/Battles: Northern Apennines and Po Valley Campaigns, The Gothic Line. Nickname: Aki. Incarcerated via "Volunteer Evacuation". War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1924 February 03.
DOI: 10.25549/gfb-c110-6027
title: Kiyoji Morimoto, oral history, 2002-02-28

description: An oral history interview with Kiyoji Morimoto, 2002 February 28, conducted by Phil Miyamoto with Go for Broke National Education Center. Parts 1-7. War or Conflict: World War, 1939-1945. Unit of Service: 442nd Regimental Combat Team. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1919 August 09. Campaigns/Battles: Champagne Campaign, The Gothic Line, Bruyeres, Belmont, Biffontaine, Rescue of the Lost Battalion. Nickname: Jonah.
DOI: 10.25549/gfb-c110-6149
title: James Murata, oral history, 2002-04-20

description: An oral history interview with James Murata, 2002 April 20, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1920 August 06. Campaigns/Battles: Post-war Occupation of Japan, Tokyo. Nickname: Jim.
DOI: 10.25549/gfb-c110-5896
title: Mutsumi Ishizaki, oral history, 2011-02-28

description: An oral history interview with Mutsumu Ishizaki, 2011 February 28, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-2. Date of Birth: 1924 July 25
DOI: 10.25549/gfb-c110-7513
title: Yoshisuke Jack Kunitomi, oral history, 2002-04-21

description: An oral history interview with Yoshisuke Jack Kunitomi, 2004 April 21, conducted by Michelle Dojiri with Go for Broke National Education Center. Parts 1-9. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1915 October 10. Campaigns/Battles: Post-war Occupation of Japan. Nickname: Yoshi-Chan.
DOI: 10.25549/gfb-c110-7283
title: George Suzuki, oral history, 2010-06-08

description: An oral history interview with George Suzuki, 2010 June 08, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Date of Birth: 1922 April 06. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-7287
title: James Araki, oral history, 2010-10-07

description: An oral history interview with James Araki, 2010 October 07, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1926 August 04. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-7200
title: Albert Yamamoto, oral history, 2010-06-09

description: An oral history interview with Albert Yamamoto, 2010 June 09, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-4. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1927 April 16. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-7286
title: James Araki, oral history, 2010-10-07

description: An oral history interview with James Araki, 2010 October 07, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1926 August 04. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-7224
title: Mary Tamaki Murakami, oral history, 2008-04-16

description: An oral history interview with Mary Tamaki Murakami, 2008 April 19, conducted by Richard Horsting with Go for Broke National Education Center. Parts 1-3. Entrance into Service: Civilian. Date of Birth: 1927 June 03.
DOI: 10.25549/gfb-c110-7230
title: Joseph Kurata, oral history, 2010-03-19

description: An oral history interview with Joseph Kurata, 2010 March 19, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: Counter Intelligence Corps (CIC). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1921 October 26. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-7332
title: Tomio Yamaji, oral history, 2008-06-09

description: An oral history interview with Tomio Yamaji, 2008 June 09, conducted by Ken Akune with Go for Broke National Education Center. Parts 1-2. Branch of Service: Japanese Armed Forces. Entrance into Service: Drafted. Date of Birth: 1920. War or Conflict: World War, 1939-1945. Campaigns/Battles: Philippine Islands, Saipan, Tinian and Guam, China, Burma, India Theater.
DOI: 10.25549/gfb-c110-7236
title: Takeo Sugimura, oral history, 2008-06-11

description: An oral history interview with Takeo Sugimura, 2008 June 11, conducted by Ken Akune with Go for Broke National Education Center. Parts 1-2. Branch of Service: Japanese Armed Forces. Entrance into Service: Drafted. Date of Birth: 1924 October 10. War or Conflict: World War, 1939-1945. Campaigns/Battles: Battle of Peleliu.
DOI: 10.25549/gfb-c110-7237
title: Takeo Sugimura, oral history, 2008-06-11

description: An oral history interview with Takeo Sugimura, 2008 June 11, conducted by Ken Akune with Go for Broke National Education Center. Parts 1-2. Branch of Service: Japanese Armed Forces. Entrance into Service: Drafted. Date of Birth: 1924 October 10. War or Conflict: World War, 1939-1945. Campaigns/Battles: Battle of Peleliu.
DOI: 10.25549/gfb-c110-6924
title: Edward Watanabe, oral history, 2008-04-27

description: An oral history interview with Edward Watanabe, 2008 April 27, conducted by G. Nakama with Go for Broke National Education Center. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1927 February 04. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-6956
title: Katsuya Nishimura, oral history, 2008-06-03

description: An oral history interview with Katsuya Nishimura, 2008 June 03, conducted by Tim Yuge with Go for Broke National Education Center. Parts 1-4. Branch of Service: Japanese Armed Forces. Date of Birth: 1923 August 23. War or Conflict: World War, 1939-1945. Nickname: Kay.
DOI: 10.25549/gfb-c110-6845
title: Meyer Masato Ueoka, oral history, 2007-12-09

description: An oral history interview with Meyer Masato Ueoka, 2007 December 09, conducted by Leonard Oka with Go for Broke National Education Center.
DOI: 10.15468/dl.kbdpwe
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichocentrum luridum"
 ]
}

 The dataset includes 218 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022416-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/gfb-c110-6906
title: Maki Miyahara, oral history, 2009-01-14

description: An oral history interview with Maki Miyahara, 2009 January 14, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-5. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1921 May 08. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.25549/gfb-c110-6822
title: Raymond Shoji Murakami, oral history, 2010-11-21

description: An oral history interview with Raymond Shoji Murakami, 2010 November 21, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Branch of Service: Army. Entrance into Service: Volunteered. Date of Birth: 1927 May 06.
DOI: 10.25549/gfb-c110-6008
title: Patrick Aki, oral history, 2011-02-25

description: An oral history interview with Patrick Aki, 2011 February 25, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-5. War or Conflict: Korean War, 1950-1953. Branch of Service: Air Force. Entrance into Service: Civilian, Drafted. Date of Birth: 1924 February 20.
DOI: 10.25549/gfb-c110-6007
title: Patrick Aki, oral history, 2011-02-25

description: An oral history interview with Patrick Aki, 2011 February 25, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-5. War or Conflict: Korean War, 1950-1953. Branch of Service: Air Force. Entrance into Service: Civilian, Drafted. Date of Birth: 1924 February 20.
DOI: 10.25549/gfb-c110-5915
title: Levi Thornhill, oral history, 2013-04-23

description: An oral history interview with Levi Thornhill, 2013 April 23, conducted by Robert Horsting with Go for Broke National Education Center. Parts 1-3. War or Conflict: World War, 1939-1945. Unit of Service: 332nd Fighter Group. Branch of Service: Army Air Force. Entrance into Service: Volunteered. Date of Birth: 1922 September 12.
DOI: 10.25549/gfb-c110-5923
title: Tadayuki Ishizaki, oral history, 2011-02-28

description: An oral history interview with Tadayuki Ishizaki, 2011 February 28, conducted by Richard Hawkins with Go for Broke National Education Center. Sponsored by US Army Center of Military History. Parts 1-2. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Date of Birth: 1920 May 16. Campaigns/Battles: Australia (Allied Translator and Interpreter Section), Philippine Islands, Post-war Occupation of Japan. Nickname: Sergeant Joe.
DOI: 10.25549/gfb-c110-5848
title: Roy Hattori, oral history, 2011-04-26

description: An oral history interview with Roy Hattori, 2011 April 26, conducted by Richard Hawkins with Go for Broke National Education Center. Parts 1-4. War or Conflict: World War, 1939-1945. Unit of Service: Military Intelligence Service (MIS). Branch of Service: Army. Entrance into Service: Drafted. Date of Birth: 1919 March 07. Campaigns/Battles: Post-war Occupation of Japan.
DOI: 10.5281/zenodo.17517438
title: A Distribution‑Free Test for Structure in Machine Vision — Appendix E reproducibility snapshot

description: Appendix E snapshot — A Distribution‑Free Test for Structure in Machine Vision SummaryThis release is the reproducibility snapshot for Appendix E of the manuscript "A Distribution‑Free Test for Structure in Machine Vision". It contains the per‑k summary CSVs, representative NPZ archives, plotting and aggregation scripts, provenance mapping, and checksums required to reproduce Figure S1 and the extended Δ versus k sensitivity checks. Included artifacts- g_test_outputs.npz — NPZ archive used to generate per‑k summaries- g_test_outputs_forced.npz — alternative NPZ with forced settings used for diagnostics- gtest_per_k_summary.csv — example per‑run summary CSV- per_k_summary.csv, per_k_summary_extended.csv, per_k_summary_from_downloads.csv — aggregated per‑k summaries- combined_metrics_k3_k10_final.csv, mutual_davg_summary.csv — supplemental CSVs used for sanity checks- plot_delta_vs_k.py, make_per_k_table_from_simple_npz.py (stub), aggregate_per_k_summaries.py (stub) — plotting and aggregation scripts- PROVENANCE.md — one‑line mapping from outputs to exact commands and snapshot commit hash- CHECKSUMS.txt — SHA256; file sizes for all included artifacts- README.md — short bundle description and usage pointers- environment.yml — pinned environment spec for reproducibility- run_examples.sh — smoke‑test wrapper How to use1. Clone the repository and check out tag v1.0-appendixE.2. Confirm checksums: sha256/PowerShell Get-FileHash verification against CHECKSUMS.txt.3. For quick verification, run the included smoke test: bash run_examples.sh (or run plot_delta_vs_k.py on the sample CSV).4. To reproduce full aggregated tables and figures, follow commands in README.md and PROVENANCE.md. Key numeric conventions: RNG_SEED=20251030, n_perm=50000, n_boot=2000. Permutation p‑values use p=(count+1)/(n_perm+1). Notes and provenance- This release is a frozen snapshot of the repository at tag v1.0-appendixE. PROVENANCE.md lists the commit hash and the exact commands used to produce the main outputs.- If you need larger diagnostic NPZs or different resampling budgets, open an issue on this repository with desired RNG_SEED, n_perm, and n_boot. CitationPlease cite the manuscript: [Authors], "A Distribution‑Free Test for Structure in Machine Vision", [Journal], [Year]. Repository: distribution-free-vision-repro; DOI: <DOI_PLACEHOLDER>. LicenseSee LICENSE in the repository for code and data reuse terms.