cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/browneg-ouc11399fmwk
title: #480, Gregory Bateson Building Dedication, continued; Press Availability; KNXT "2 on the Town", 1981-05-01

description: #480, Gregory Bateson Building Dedication, continued; Press Availability; KNXT "2 on the Town", 1981-05-01. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.5281/zenodo.11277113
title: Dataset for the paper "Trajectories of medical students' empathy nowadays: A longitudinal study using a comprehensive framework of empathy" published in BMC Medical Education (2025)

description: Full reference of the paper:





Carrard V, Bourquin C, Berney S, Ranjbar S, Schlegel K, Gaume J, et al. Trajectories of medical students’ empathy nowadays: a longitudinal study using a comprehensive framework of empathy. BMC Medical Education. 2025;25:534. doi: 10.1186/s12909-025-07051-8
DOI: 10.5281/zenodo.11277114
title: Dataset for the paper "Trajectories of medical students' empathy nowadays: A longitudinal study using a comprehensive framework of empathy" published in BMC Medical Education (2025)

description: Full reference of the paper:





Carrard V, Bourquin C, Berney S, Ranjbar S, Schlegel K, Gaume J, et al. Trajectories of medical students’ empathy nowadays: a longitudinal study using a comprehensive framework of empathy. BMC Medical Education. 2025;25:534. doi: 10.1186/s12909-025-07051-8
DOI: 10.25549/browneg-ouc11399fl1f
title: Brown, on Politics with Matthews, 1996-10-14

description: Video recording (VHS) of Jerry Brown on Politics with Christopher Matthews, originally aired on CNBC, 1996 October 14. Tape #51. Discussing foreign money in politics, Black men in prisons, and a Question & Answer segment.
DOI: 10.25549/browneg-ouc11399flve
title: Press Unit

description: The Edmund G. Brown, Jr. papers comprise the papers of Jerry Brown during his tenure as California Secretary of State (1971-1975) and his first two terms as the Governor of California (1975-1983). Over the course of his career, Jerry Brown has served as the California Secretary of State (1971-1975), the 34th Governor of California (1975-1983), the Mayor of Oakland (1999-2007), the Attorney General of California (2007-2011), and the 39th Governor of California (2011-2019).
DOI: 10.25549/browneg-ouc11399fmk0
title: #546, Modesto KBEE Press, Comparable Work Bill AB459 Press Conference; Associated Press Western States Convention in Reno, 1981-09-23:1981-09-26

description: #546, Modesto KBEE Press, Comparable Work Bill AB459 Press Conference; Associated Press Western States Convention in Reno, 1981-09-23:1981-09-26. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fly4
title: #524, NBC news on Medfly / KCBS Live on Medfly w/Lila Peterson, KGO Live at Five with Van Amburg on Medfly, and additional medfly interviews, 1981-08-19

description: #524, NBC news on Medfly / KCBS Live on Medfly w/Lila Peterson, KGO Live at Five with Van Amburg on Medfly, and additional medfly interviews, 1981-08-19. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399flx7
title: #524, NBC news on Medfly / KCBS Live on Medfly w/Lila Peterson, KGO Live at Five with Van Amburg on Medfly, and additional medfly interviews, 1981-08-19

description: #524, NBC news on Medfly / KCBS Live on Medfly w/Lila Peterson, KGO Live at Five with Van Amburg on Medfly, and additional medfly interviews, 1981-08-19. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fltk
title: #1071, ABC Nightline reports about Jerry Brown drug use, Tape 1, 1992-04-09

description: #1071, ABC Nightline reports about Jerry Brown drug use, Tape 1, 1992-04-09. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399flqk
title: Brown, "His honor, the Mayor", 2000-01-02

description: Video recording (VHS) of Jerry Brown, "His honor, the Mayor" feature on 60 Minutes, 2000 January 02.
DOI: 10.25549/browneg-ouc11399fifz
title: Arms, "Immaculate Deception", presented by We the People, 1997-02-26

description: Video recording (VHS) of Suzanne Arms, "Immaculate Deception", presented by Jerry Brown at We the People auditorium, 200 Harrison Street, Oakland, California, USA, 1997 February 26. #204. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399flvi
title: Peter Monahan, documentary, "Voices From the Edge", 1992-05-20

description: Peter Monahan, documentary, "Voices From the Edge", 1992-05-20. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fnns
title: #490, Keynote to National Cable Television Assoc./Press/CWA dinner, 1981-05-29

description: #490, Keynote to National Cable Television Assoc./Press/CWA dinner, 1981-05-29. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fmvy
title: #538, UN Energy, Conference Sacramento: Black Businessman Executive Fellows event Ch. 3 live, 1981-09-09

description: #538, UN Energy, Conference Sacramento: Black Businessman Executive Fellows event Ch. 3 live, 1981-09-09. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fne9
title: #4909, Keynote Address: The Future of Communication, 1981-05

description: #4909, Keynote Address: The Future of Communication, 1981-05. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fmgi
title: #542, UFCW Leg Conference / #550; KFBK RHV, 1981-09-22, 1981-09-30

description: #542, UFCW Leg Conference / #550; KFBK RHV, 1981-09-22, 1981-09-30. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fo21
title: #431a\, Edmund Gerald Brown at SEIV Conference, 1981-11-07

description: #431a\, Edmund Gerald Brown at SEIV Conference, 1981-11-07. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ejbf
title: We the People with Jerry Brown, Sharon Salzberg, 1997-06-13

description: We the People with Jerry Brown, Sharon Salzberg, 1997-06-13. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ej7f
title: We the People with Jerry Brown, Independent Judiciary, 1996-11-04

description: We the People with Jerry Brown, Independent Judiciary, 1996-11-04. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ei4b
title: We the People with Jerry Brown, Helen Steel and David Morris: McLibel, 1997-10-08, 1997-10-20

description: We the People with Jerry Brown, Helen Steel and David Morris: McLibel, 1997-10-08, 1997-10-20. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399eja3
title: We the People with Jerry Brown, Michael Meade, 1997-09-17

description: We the People with Jerry Brown, Michael Meade, 1997-09-17. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ehgt
title: We the People with Jerry Brown, On the Market, 1997-10-02

description: We the People with Jerry Brown, On the Market, 1997-10-02. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fimm
title: Brown interview, 9 Broadcast Plaza

description: Video recording (VHS) of an interview with Jerry Brown on 9 Broadcast Plaza, hosted by Richard Bey. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399fi47
title: How to get a Democrat elected (and still have fun), 1992

description: Video recording (VHS) of "How to get a Democrat elected (and still have fun)", also known as "Rapping for Jerry", 1992. Interrupted with a clip from CNN Moneyline. 1002 #206. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399fi3u
title: We the People present: A personal message from Jerry Brown

description: Video recording (VHS) of We the People present: A personal message from Edmund G. Brown, Jr., candidate for President of the United States. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.5281/zenodo.17549052
title: WiFi-FRL Dataset (v1.0)

description: This dataset contains simulation outputs for the WiFi-FRL study evaluating Fixed, Random, Reinforcement Learning (RL), and Federated Reinforcement Learning (FRL) multi-link (and multi-channel) activation policies in dense multi-AP Wi-Fi networks. Each subfolder includes accumulated (acc*) and temporal/CDF (cdf*) rate matrices across network densities (APs ∈ {2,4,8,12,16}), multiple realizations (MAX_SIM), and iterations (MAX_ITER), matching the experiment configuration in the associated Python simulator availabe at the Github repository (https://github.com/wirelessATwest/WiFi-FRL).

See README for file naming and reproduction steps.
DOI: 10.25549/browneg-ouc11399fi33
title: Healing the body politic, Galileo High School, San Francisco, 1991-10-27

description: Video recording (Betacam), of Jerry Brown speaking at a panel at Galileo High School, San Francisco, California, USA. Brown's speech is preceded by introductions and a speech by Adrienne Davis. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399fg8r
title: #163, Mondale & EGB in hall of Capitol & Assembly Caucus, 1976-08-31

description: #163, Mondale & EGB in hall of Capitol & Assembly Caucus, 1976-08-31. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399e1mu
title: Campaign '78 news clips, 1978-09-08/1978-09-30

description: Video recording (U-matic) of news clips related to Campaign '78, featuring Jerry Brown, Brown's policies, and pundit reactions, 1978 September 08/1978 September 30. Featuring: Jerry Brown & Evelle Younger at Police Protective League, Jerry Brown on busing, Jerry Brown on PCP, Jerry Brown signs bill to uncrowd courts, Jerry Brown on inflation, poll on Jerry Brown & Evelle Younger, Jerry Brown on judges' pay raises, Jerry Brown in Orange County, poll on candidates' images, Jerry Brown on collectives bargaining Pat Brown on Ronstadt, Jerry Brown in San Diego, Jerry Brown & Ronstadt, Jerry Brown on Evelle Younger's spending plan, Jerry Brown on debates. Originally
DOI: 10.25549/browneg-ouc11399dt8j
title: We the People with Jerry Brown, Greg Nojeim, 1996-04-16

description: We the People with Jerry Brown, Greg Nojeim, 1996-04-16. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/fickett-c25-185
title: Fire Station 99, Los Angeles, rendering, 1960

description: Black and white rendering of Fire Station No. 99, 14145 Mulholland Drive, Los Angeles, California, USA, 1960. Two digitizations.
DOI: 10.25549/browneg-ouc11399e1ry
title: Campaign '78, news clips, 1978-10-22/1978-10-28

description: Video recording (U-matic) of news clips on California gubernatorial campaign '78, including an episodes of Meet the Press featuring a fundraiser at Helen Reddy's house for Jerry Brown and meeting of California State Employees Association, and Brown's campaign trip to Monterey, Mendocino, and Eureka, 1978 October 22/1978 October 28.
DOI: 10.25549/browneg-ouc11399e1q7
title: News clips, 1978-07-16/1978-07-31

description: Video recording (U-matic) of news clips featuring an episode of Newsmakers with John Henning\, Editorial opposing Jerry Brown, Tom Quinn on smog, Bill Stout on conflict of interest covering race between Brown and Younger, 1978 July 16/1978 July 31. Miscellaneous tape #1.
DOI: 10.25442/hku.29145164
title: data required for replication for the article "Spectroscopic study of the light-polluted night sky in Hong Kong"

description: Spectroscopic study of the night sky has been a common way to assess the impacts of artificial light at night at remote astronomical observatories. However, the spectroscopic properties of the urban night sky remain poorly documented. We addressed this gap by collecting more than 12,000 zenith sky spectra with compact spectrometers at urban and suburban sites from 2021 to 2023. Here we provide raw data (grouped by observing locations) required for replication for the article "Spectroscopic study of the light-polluted night sky in Hong Kong".Journal reference: Journal of Quantitative Spectroscopy and Radiative Transfer, Volume 348, January 2026, 109696, https://doi.org/10.1016/j.jqsrt.2025.109696<br><br>
DOI: 10.25442/hku.29145164.v3
title: data required for replication for the article "Spectroscopic study of the light-polluted night sky in Hong Kong"

description: Spectroscopic study of the night sky has been a common way to assess the impacts of artificial light at night at remote astronomical observatories. However, the spectroscopic properties of the urban night sky remain poorly documented. We addressed this gap by collecting more than 12,000 zenith sky spectra with compact spectrometers at urban and suburban sites from 2021 to 2023. Here we provide raw data (grouped by observing locations) required for replication for the article "Spectroscopic study of the light-polluted night sky in Hong Kong".Journal reference: Journal of Quantitative Spectroscopy and Radiative Transfer, Volume 348, January 2026, 109696, https://doi.org/10.1016/j.jqsrt.2025.109696<br><br>
DOI: 10.25442/hku.29145164.v2
title: data required for replication for the manuscript "Spectroscopic study of the light-polluted night sky in Hong Kong"

description: raw data required for replication, grouped by observing locations
DOI: 10.25549/browneg-ouc11399f4f6
title: 1: SAC police end PC; 2: ED Com Convin

description: 1: SAC police end PC; 2: ED Com Convin. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.5281/zenodo.17549053
title: WiFi-FRL Dataset (v1.0)

description: This dataset contains simulation outputs for the WiFi-FRL study evaluating Fixed, Random, Reinforcement Learning (RL), and Federated Reinforcement Learning (FRL) multi-link (and multi-channel) activation policies in dense multi-AP Wi-Fi networks. Each subfolder includes accumulated (acc*) and temporal/CDF (cdf*) rate matrices across network densities (APs ∈ {2,4,8,12,16}), multiple realizations (MAX_SIM), and iterations (MAX_ITER), matching the experiment configuration in the associated Python simulator availabe at the Github repository (https://github.com/wirelessATwest/WiFi-FRL).

See README for file naming and reproduction steps.
DOI: 10.25549/browneg-ouc11399fikn
title: Brown interview, 9 Broadcast Plaza

description: Video recording (VHS) of an interview with Jerry Brown on 9 Broadcast Plaza, hosted by Richard Bey. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399fg8p
title: #164, Int. - Dissinger, San Diego Union, 1976-09-25

description: #164, Int. - Dissinger, San Diego Union, 1976-09-25. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ekdf
title: We the People with Jerry Brown, Thomas Mortenson, 1997-04-02

description: We the People with Jerry Brown, Thomas Mortenson, 1997-04-02. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fg8b
title: #147, Newsday Sedaram, 1976-04-22

description: #147, Newsday Sedaram, 1976-04-22. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.5281/zenodo.15149289
title: Dataset for the paper "Comparison of mental health and burnout between medical and nonmedical students"

description: Full reference of the paper:





Carrard V, Bourquin C, Berney S, Bart PA, Bodenmann P, Berney A. Comparison of mental health and burnout between medical and nonmedical students. PLOS ONE. 2025;20:e0328145. doi: 10.1371/journal.pone.0328145
DOI: 10.5281/zenodo.15149288
title: Dataset for the paper "Comparison of mental health and burnout between medical and nonmedical students"

description: Full reference of the paper:





Carrard V, Bourquin C, Berney S, Bart PA, Bodenmann P, Berney A. Comparison of mental health and burnout between medical and nonmedical students. PLOS ONE. 2025;20:e0328145. doi: 10.1371/journal.pone.0328145
DOI: 10.25549/browneg-ouc11399flw1
title: #534, AB 312 - Elihu Harris signing a bill creating a school holiday on January 15 for Martin Luther King, Jr., 1981-09-03

description: #534, AB 312 - Elihu Harris signing a bill creating a school holiday on January 15 for Martin Luther King, Jr., 1981-09-03. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399flw0
title: #551a, Joey Reynolds interviews Jerry Brown on "Satellite Live" radio talk show, Los Angeles, 1981-10-04

description: #551a, Joey Reynolds interviews Jerry Brown on "Satellite Live" radio talk show, Los Angeles, 1981-10-04. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fkmy
title: Late Edition with Wolf Blitzer (2003-08-10) and Hannity & Colmes (2003-09-11)

description: Video recording (VHS) of Late Edition with Wolf Blitzer (2003 August 10) and Hannity & Colmes (2003 September 11). Tape #26.
DOI: 10.25549/browneg-ouc11399f4sl
title: We the People with Jerry Brown, Charles Siegel, 1997-04-15

description: We the People with Jerry Brown, Charles Siegel, 1997-04-15. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399flqm
title: Brown, "His honor, the Mayor", 2000-01-02

description: Video recording (VHS) of Jerry Brown, "His honor, the Mayor" feature on 60 Minutes, 2000 January 02.
DOI: 10.25549/fickett-c25-142
title: William C. Moore residence, Los Angeles, 1955

description: Black and white photograph of side of the house, William C. Moore residence, 4750 Encino Avenue, Los Angeles, California, USA, 1955. Taken during the day.
DOI: 10.25549/browneg-ouc11399dtg4
title: We the People with Jerry Brown, Anti-Terrorist, 1996-04-15

description: We the People with Jerry Brown, Anti-Terrorist, 1996-04-15. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399dsxy
title: We the People with Jerry Brown, Penny Livingston and Brock Dolman, 1996-09-13

description: We the People with Jerry Brown, Penny Livingston and Brock Dolman, 1996-09-13. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/fickett-c25-145
title: William Janss residence, Indian Wells, 1961

description: Black and white photograph of William Janns residence, 47145 Crystal Loop, Indian Wells, California, USA, 1961. Close-up of patio/yard.
DOI: 10.25549/browneg-ouc11399dri0
title: We the People with Jerry Brown, Michael Moore, 1996-10-03

description: We the People with Jerry Brown, Michael Moore, 1996-10-03. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399fi49
title: How to get a Democrat elected (and still have fun), 1992

description: Video recording (VHS) of "How to get a Democrat elected (and still have fun)", also known as "Rapping for Jerry", 1992. Interrupted with a clip from CNN Moneyline. 1002 #206. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by Whisper AI.
DOI: 10.25549/browneg-ouc11399fg8e
title: #153, California Women for Agriculture, settlement cannery strike, 07-27-1976

description: #153, California Women for Agriculture, settlement cannery strike, 07-27-1976. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399f5bq
title: We the People with Jerry Brown, Hemp 40m + Pitch, 1997-06-10

description: We the People with Jerry Brown, Hemp 40m + Pitch, 1997-06-10. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399f4xq
title: We the People with Jerry Brown, Dave Korten, 1997-04-08

description: We the People with Jerry Brown, Dave Korten, 1997-04-08. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399ekjn
title: We the People with Jerry Brown, Stanley Panesoff, 1997-03-19

description: We the People with Jerry Brown, Stanley Panesoff, 1997-03-19. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.25549/browneg-ouc11399dkgo
title: We the People with Jerry Brown, Charles Reich: Opposing The System, 1995-10-23

description: We the People with Jerry Brown, Charles Reich: Opposing The System, 1995-10-23. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.
DOI: 10.6084/m9.figshare.30327508
title: Figure 4, Figure 5, and Figure 6 Raw Data for Paper: "Simulated patient systems powered by large language model-based AI agents offer potential for transforming medical education"

description: Yu et al. introduce AIPatient, a virtual patient that uses modern AI and a curated medical knowledge base to hold realistic, personality-aware clinical conversations. The system shows strong accuracy in question answering and medical-term recognition, with readable, reliable, and consistent outputs for training and decision support. The datasets in this repository contains (i) raw bootstrap outputs used to generate Figure 4 (per-replicate metrics [F1, Precision and Recall] across entity categories and models for 10,000 resamples), (ii) raw readability scores (Flesch Reading Ease and Flesch Kincaid Grade) for Figure 5 (iii) medical-student scoring data for Figure 6, standardized to 20 students (D1–D20) with four evaluations each (2 AI, 2 Human). These files support reproducibility of the AIPatient project’s performance figures and user-study analyses.
DOI: 10.6084/m9.figshare.30327508.v2
title: Figure 4, Figure 5, and Figure 6 Raw Data for Paper: "Simulated patient systems powered by large language model-based AI agents offer potential for transforming medical education"

description: Yu et al. introduce AIPatient, a virtual patient that uses modern AI and a curated medical knowledge base to hold realistic, personality-aware clinical conversations. The system shows strong accuracy in question answering and medical-term recognition, with readable, reliable, and consistent outputs for training and decision support. The datasets in this repository contains (i) raw bootstrap outputs used to generate Figure 4 (per-replicate metrics [F1, Precision and Recall] across entity categories and models for 10,000 resamples), (ii) raw readability scores (Flesch Reading Ease and Flesch Kincaid Grade) for Figure 5 (iii) medical-student scoring data for Figure 6, standardized to 20 students (D1–D20) with four evaluations each (2 AI, 2 Human). These files support reproducibility of the AIPatient project’s performance figures and user-study analyses.
DOI: 10.25549/browneg-ouc11399ds2a
title: We the People with Jerry Brown, Robert Aitken: Zen, 1996-09-23

description: We the People with Jerry Brown, Robert Aitken: Zen, 1996-09-23. Gift of Edmund G. Brown, Jr., 1985, 2019, and 2023. Transcript was created by WhisperAI.