cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17013860
title: CitationMapper Atom 1 — ChatGPT (AI Visibility & Prompt Competition Dataset)

description: CitationMapper is an experimental tool designed to measure AI visibility and prompt competition across large language models (LLMs) such as ChatGPT, Gemini, and Claude. This dataset documents Atom 1 – ChatGPT, including supporting materials (README, OVERVIEW, PROCESS, ROADMAP) and media (logo, screenshots, explainer video).

The dataset provides:





Structured documentation of how prompts are tested.




Supporting diagrams and process explanations.




Initial pilot data for visibility testing under the AIVO Standard™ framework.



Purpose:To test whether a new website (CitationMapper.org) can be seeded into LLM answers through structured publishing, and whether UTM tracking + GA4 can attribute traffic from ChatGPT queries.

This release forms part of the AIVO Mesh Lab pilot study.
DOI: 10.22002/20wn0-a2z86
title: Hpylori_dFliF_FISE

description: These are H_pylori cells that are lacking FliP protein. In these cells, FliF protein was knocked out  .  to examine its relation to the hat-like complex.
description: <strong>Tilt Series Date:</strong> 2020-10-08</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Helicobacter pylori</p>
<strong>Strain:</strong> 26695</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: -8.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> The cells were prepared and sent by Carrie Schaffer from the university of Kentucky.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> The cells were grown at 37C with 5% CO2 on sheep blood agar plates for 2 days from a -80C . stock. No growth was seen on the plates after 24 hr therefore the plates were kept in the . incubator for another 24Hr.</p>
<strong>Sample Preparation:</strong> The samples were prepared with Vitrobot IV. Blotting conditions were either: blot force 6, blot . time 3, drain time 1 OR blot force -3, blot time 4, drain time 1, 100%  humidity. Cu grids. 20 nm . gold.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-10-08-67/rawdata/</p>Hpylori_DFliF_FISE_080.mrc,  Tilt Series (Pixel Size 0.452 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-10-08-67/rawdata/Hpylori_DFliF_FISE_080.mrc"
        > <i class="download icon"></i> Download </a></p>

        Hpylori_DFliF_FISE_080_full.rec,  Reconstruction (Pixel Size 1.808 nm), 737.3 MB  
        
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DOI: 10.5281/zenodo.17008261
title: Dataset used in the article "Carbon-climate feedbacks to spatial aerosol model implementation variations"

description: Simulation results from UVic ESCM 2.10, used in the manuscript "Carbon-climate feedbacks to spatial aerosol model implementation variations" submitted to npj Climate and Atmospheric Science.
DOI: 10.22002/apcj8-y6n12
title: JV3572

description: Legionella thyA ΔdotD
description: <strong>Tilt Series Date:</strong> 2016-04-02</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.5°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -6.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain sent to us by Joseph P. Vogel, Washington University School of Medicine. Data collected and processed by Debnath Ghosal. Janelia Krios.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells were grown in AYE liquid culture with following supplements: ferric nitrate, cysteine hydrochloride and thymidine. Scrape cells off a plate, dissolve in the media, adjust the cell density to 0.6 and make a dilution series. Start O/N culture with all of them and freeze cells next day from the one in early stationary phase that is OD ~ 3.0</p>
<strong>Sample Preparation:</strong> 6 grids were frozen for the JV3572 strain (2x and 3x concentrated from OD-3 culture); Vitrobot (MK iv) settings: 100% humidity, 4µl sample, Blot force 6, blot time 3 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200. Add gold to cells prior to freezing: 1ul of gold to 4 ul of cells, freeze.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2016-04-02-99/rawdata/</p>dg20160331_3572_atlas3a0002.mrc,  Tilt Series (Pixel Size 0.42 nm), 2.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2016-04-02-99/rawdata/dg20160331_3572_atlas3a0002.mrc"
        > <i class="download icon"></i> Download </a></p>

        dg20160331_3572_atlas3a0002_full.rec,  Reconstruction (Pixel Size 1.68 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2016-04-02-99/3dimage_74131/dg20160331_3572_atlas3a0002_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.5281/zenodo.17008260
title: Dataset used in the article "Carbon-climate feedbacks to spatial aerosol model implementation variations"

description: Simulation results from UVic ESCM 2.10, used in the manuscript "Carbon-climate feedbacks to spatial aerosol model implementation variations" submitted to npj Climate and Atmospheric Science.
DOI: 10.22002/jedc8-bwy84
title: Agro_AD1526_GFP-VirB11_20150826

description: Agro_AD1526_GFP-VirB11 (Cb+Kan+AS plates, Mes pH5.8). Add 200 ul of induction media to one of the induction plate (containing lawn of Agrobacterium AD1526) and wash the plate by gently rolling the liquid. Take this liquid and add to the other plate. Repeat the same. This should get enough cells dissolved in the liquid.Add gold to this: 1ul of gold to 4 ul of cells.
description: <strong>Tilt Series Date:</strong> 2015-08-26</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Agrobacterium tumefaciens</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2.0°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -8.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain constructed by Anath Das. Data collected and processed by Debnath Ghosal using Caltech tomography pipeline. This data was collected at the Janelia Krios.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Grow AD1526 cells on AB solid medium (pH 7) at 30C. For induction, use one single colony and spread on induction plates (AB Mes pH 5.8) containing  Cb (50ug/ml)+Kan (50ug/ml)+AS (200µM). Grow at 19C for 48 hr. Add 200 ul of induction media to one of the induction plate (containing lawn of Agrobacterium AD1526) and wash the plate by gently rolling the liquid. Add gold to this: 1ul of gold to 4 ul of cells, freeze.</p>
<strong>Sample Preparation:</strong> Vitrobot (MK iv) settings: 100% humidity, 4µl sample, Blot force 6, blot time 3 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200.</p>
  dga2015-08-26-18_slicer14386.jpg: ? dga2015-08-26-18_slicer14398.jpg: pyramidal structure
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2015-08-26-18/3dimage_60792/</p>AD1526tomo0009_full.rec,  Reconstruction (Pixel Size 1.68 nm), 430.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2015-08-26-18/3dimage_60792/AD1526tomo0009_full.rec"
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        AD1526tomo0009.mrc,  Tilt Series (Pixel Size 0.42 nm), 1.8 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2015-08-26-18/rawdata/AD1526tomo0009.mrc"
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DOI: 10.22002/101vq-hm487
title: E_coli_EPEC_8612

description: The aim is to look for bacterial nanotubes (See Pal et al., 2019 Cell)
description: <strong>Tilt Series Date:</strong> 2020-02-13</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> 8612, EPEC Δrof1-escLΔrof3-mpcΔescN-espFΔflhBAΔfliOPQRΔminCD</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 105.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> These cells were obtained from Ritesh (Ilan Rosenshine lab) and Amit (Sigal ben Yehuda lab, . both from the Hebrew university). They were present during sample preparation.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> An overnight culture from -80C stock was made in 2ml LB and was grown at 37C in static . conditions. The next day, 1 ml of cells were spun down at 4000 rpm for six minutes and . concentrated 10 times. 3 ul of cells were spotted on glow-discharged grids located on a . DMEM high-glucose agar plates (1.5% agar) for 3 hours. Then, the grids were washed twice . in PBS and transferred to a starvation-medium agar plates (Starvation medium:DMEM without . phenol red, vitamins and amino acids). and incubated for 1 hour at 37C. Subsequently,the . samples were washed with PBS and plunge-frozen. </p>
<strong>Sample Preparation:</strong> The samples were hold with a tweezer from the starvation plates and washed with PBS. Blotted . with different conditions (B</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-13-60/rawdata/</p>EPEC_8612_030_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-13-60/rawdata/EPEC_8612_030_af.mrc"
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        EPEC_8612_030_af_full.rec,  Reconstruction (Pixel Size 1.796 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-13-60/3dimage_110934/EPEC_8612_030_af_full.rec"
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DOI: 10.22002/bd82a-96602
title: Hpylori_dfliQ

description: These are fast tilt series taken on the Krios for dFliM mutant of Helicobacter  .  pylori.
description: <strong>Tilt Series Date:</strong> 2019-11-19</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Helicobacter pylori</p>
<strong>Strain:</strong> 26695</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> I received these cells from Carrie Schaffer from the university of Kentucky. These are wild type cells but they don't express complete FliP protein. Therefore, they don't . assemble full flagella. We knocked out FliQ protein of the flagellar motor to study the early assembly states of flagellar motor.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> I grew the cells on blood agar plates from -80 stock at 37C with 5% CO2. The cells were grown for 48 hours and then spread on a new plate with a cotton swab and left to grow for 24 hours. . The grids . were prepared from both batches (48 hours, and 24 hours, separately).</p>
<strong>Sample Preparation:</strong> The samples were prepared with Vitrobot IV. Blotting conditions were either: blot force 6, blot, time 3, drain time 1 OR blot force -3, blot time 4, drain time 1, 100% humidity. Cu grids. . 10 nm gold.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-121/rawdata/</p>Hpylori_dfliQ_121_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-121/rawdata/Hpylori_dfliQ_121_af.mrc"
        > <i class="download icon"></i> Download </a></p>

        Hpylori_dfliQ_121_af_full.rec,  Reconstruction (Pixel Size 1.796 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-121/3dimage_108934/Hpylori_dfliQ_121_af_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/ran3c-fzd25
title: Helicobacter_Pylori_dFlgs

description: These are H. pylori cells that don't have a complete FliP. In addition, FlgS was knocked out in  .  these cells. The aim is to study the assembly of the flagellar motor and the core complex.
description: <strong>Tilt Series Date:</strong> 2019-09-22</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Helicobacter pylori</p>
<strong>Strain:</strong> 26695</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-50.0°, 50.0°), step: 2°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -8.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> I received these cells from Carrie Schaffer from the university of Kentucky. These are wild . type cells but they don't express complete FliP protein. Therefore, they don't assemble full . flagella. We knocked out FlgS protein of the flagellar motor to study the early assembly . states of flagellar motor.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> I grew the cells on blood agar plates from -80 stock at 37C with 5% CO2. the cells were grown . for 48 hours and then spread on a new plate with a cotton swab and left to grow for 24 hours. . The grids were prepared from both batches (48 hours, and 24 hours, separately).</p>
<strong>Sample Preparation:</strong> The samples were prepared with Vitrobot IV. Blotting conditions were either: blot force 6, blot . time 3, drain time 1 OR blot force -3, blot time 4, drain time 1. 100% humidity. Cu grids. 10 nm . gold.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-09-22-11/rawdata/</p>Hpylori_dFlgS_Good.mrc,  Tilt Series (Pixel Size 0.4494 nm), 2.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-09-22-11/rawdata/Hpylori_dFlgS_Good.mrc"
        > <i class="download icon"></i> Download </a></p>

        Hpylori_dFlgS_Good_full.rec,  Reconstruction (Pixel Size 1.7976 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-09-22-11/3dimage_106505/Hpylori_dFlgS_Good_full.rec"
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DOI: 10.15468/dl.6tdhdt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria palmifolia",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014121-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/94bz8-7rp24
title: Hpylori_dfliQ

description: These are fast tilt series taken on the Krios for dFliM mutant of Helicobacter  .  pylori.
description: <strong>Tilt Series Date:</strong> 2019-11-19</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Helicobacter pylori</p>
<strong>Strain:</strong> 26695</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> I received these cells from Carrie Schaffer from the university of Kentucky. These are wild type cells but they don't express complete FliP protein. Therefore, they don't . assemble full flagella. We knocked out FliQ protein of the flagellar motor to study the early assembly states of flagellar motor.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> I grew the cells on blood agar plates from -80 stock at 37C with 5% CO2. The cells were grown for 48 hours and then spread on a new plate with a cotton swab and left to grow for 24 hours. . The grids . were prepared from both batches (48 hours, and 24 hours, separately).</p>
<strong>Sample Preparation:</strong> The samples were prepared with Vitrobot IV. Blotting conditions were either: blot force 6, blot, time 3, drain time 1 OR blot force -3, blot time 4, drain time 1, 100% humidity. Cu grids. . 10 nm gold.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-137/rawdata/</p>Hpylori_dfliQ_137_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-137/rawdata/Hpylori_dfliQ_137_af.mrc"
        > <i class="download icon"></i> Download </a></p>

        Hpylori_dfliQ_137_af_full.rec,  Reconstruction (Pixel Size 1.796 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-11-19-137/3dimage_108966/Hpylori_dfliQ_137_af_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/zbg7c-jb461
title: H_pylori_dFliO_GC

description: These are fast tilt series taken by Georges Chreifi on the Krios for dFliO mutant of Helicobacter  .  pylori.
description: <strong>Tilt Series Date:</strong> 2019-10-25</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Helicobacter pylori</p>
<strong>Strain:</strong> 26695</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -6.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> I received these cells from Carrie Schaffer from the university of Kentucky. These are wild . . type cells but they don't express complete FliP protein. Therefore, they don't assemble full . . flagella. We knocked out FliO protein of the flagellar motor to study the early assembly states . of flagellar motor.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> I grew the cells on blood agar plates from -80 stock at 37C with 5% CO2. the cells were grown . . for 48 hours and then spread on a new plate with a cotton swab and left to grow for 24 hours. . . The grids were prepared from both batches (48 hours, and 24 hours, separately).</p>
<strong>Sample Preparation:</strong> The samples were prepared with Vitrobot IV. Blotting conditions were either: blot force 6, blot . . time 3, drain time 1 OR blot force -3, blot time 4, drain time 1, 100% humidity. Cu grids. 10 nm . . gold.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-10-25-38/rawdata/</p>Hpylori_FliO_039_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 3.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-10-25-38/rawdata/Hpylori_FliO_039_af.mrc"
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        Hpylori_FliO_039_af_full.rec,  Reconstruction (Pixel Size 1.796 nm), 737.3 MB  
        
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