cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/5p7gg-2fm80
title: IRE1α mNeon-Green USOS

description: cryo-CLEM
description: <strong>Tilt Series Date:</strong> 2018-10-15</p>
<strong>Data Taken By:</strong> Stephen Carter</p>
<strong>Species / Specimen:</strong> U2OS cells</p>
<strong>Strain:</strong> IRE1α-mNeonGreen expression</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: -10.0 μm,  magnification: 34000x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> Undefined</p>
<strong>Upload Method:</strong> reupload_downloaded</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Collaborators and Roles:</strong> Peter Walter</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Prior to cell plating, gold Quantifoil London finder grids (EMS R2/2 LF-Au-NH2) were UV treated to sterilize and coated with cell adhesion matrix. For MEFs-IRE1-mNG cell line, grids were coated in droplets of 500 ug/mL Fibronectins (Sigma-Aldrich S5171-.5MG) for 5 minutes on each side, washed in PBS, blotted and air-dried. For U2OS-IRE1-mNG cell line, grids were coated with ~4 mg/mL undiluted Collagen type I (Corning 354236) droplets for 20 minutes, washed in PBS, blotted and air-dried. Cells were seeded at 15% confluence and allowed to adhere for 8 hours and induced with Doxycycline (500 nM) for 6 or 18 hours for MEFs and U-2 OS cell lines, respectively. ER stress was then induced by treatment with 1.5 ug/mL of Tunicamycin for 2 hours.</p>
<strong>Sample Preparation:</strong> Manual Blotting</p>
description: Files available via S3 at s://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scd2018-10-15-3/rawdata/</p>tomography2.mrc,  Tilt Series (Pixel Size 6.52 nm), 831.2 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scd2018-10-15-3/rawdata/tomography2.mrc"
        > <i class="download icon"></i> Download </a></p>

        tomography2_full.rec,  Reconstruction (Pixel Size 0.0 nm), 889.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scd2018-10-15-3/3dimage_118701/tomography2_full.rec"
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DOI: 10.22002/paynm-9py63
title: Ecoli_EPEC_8612

description: Bacterial nanotubes as described by the work of Ilan Rosenshine and Sigal Ben Yehuda labs at  .  the Hebrew university).
description: <strong>Tilt Series Date:</strong> 2020-02-14</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: 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> 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/mka2020-02-14-84/rawdata/</p>EPEC_8612_209_af.mrc,  Tilt Series (Pixel Size 0.449 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2020-02-14-84/rawdata/EPEC_8612_209_af.mrc"
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        EPEC_8612_209_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/mka2020-02-14-84/3dimage_111204/EPEC_8612_209_af_full.rec"
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DOI: 10.22002/r91px-f0782
title: H-pylori_dFliM_GC

description: These are fast tilt series taken by Georges Chreifi on the Krios for dFliM mutant of Helicobacter  .  pylori.
description: <strong>Tilt Series Date:</strong> 2019-10-28</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 FliM 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/mka2019-10-28-54/rawdata/</p>Hpylori_FliM_056_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/mka2019-10-28-54/rawdata/Hpylori_FliM_056_af.mrc"
        > <i class="download icon"></i> Download </a></p>

        Hpylori_FliM_056_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/mka2019-10-28-54/3dimage_107786/Hpylori_FliM_056_af_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/rx613-v1810
title: Vibrio cholerae SAD2090

description: Vibrio, T4P, competence pilus
description: <strong>Tilt Series Date:</strong> 2020-09-09</p>
<strong>Data Taken By:</strong> Stefan Kreida</p>
<strong>Species / Specimen:</strong> Vibrio cholerae</p>
<strong>Strain:</strong> SAD2090</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -8.7 μm,  magnification: 26000x. </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> Strain from Ankur B Dalia, ankdalia@indiana.edu, PhD, Assistant Professor, Indiana University. . Cell growth & preparation, data collection and frame alignment by Stefan Kreida.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 100 uL O/N preculture used to inoculate 3 mL LB, 20 mM MgSO4, 10 mM CaCl2, 100 uM IPTG. . Cells were grown for 7 h (30C) on 170 rpm. 100 uL culture was then spun down at 5,000 x g (5') . and resuspended in 100 uL aquarium salt (Instant Ocean), 7 g/L. </p>
<strong>Sample Preparation:</strong> BSA/10 nm gold suspension: 1 mL 10 nm gold suspension mixed with 0.25 mL 5% BSA, spun . at 14,000 rpm (10'). Supernatant removed so that 35 uL remained, which was used to . resuspend the gold particles. 30 uL cells mixed with 5 uL gold suspension. 3 uL sample . applied in Vitrobot at 100% humidity. Grid: Quantifoil R2/2, Cu NH2, LotID 186865.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/skv2020-09-09-17/rawdata/</p>G12_SAD2090_TS2_ali.mrc,  Tilt Series (Pixel Size 0.33 nm), 2.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/skv2020-09-09-17/rawdata/G12_SAD2090_TS2_ali.mrc"
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        G12_SAD2090_TS2_ali_part58_4.rec,  Reconstruction (Pixel Size 1.32 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/skv2020-09-09-17/3dimage_113406/G12_SAD2090_TS2_ali_part58_4.rec"
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DOI: 10.22002/zze6m-r0x80
title: Vibrio cholerae SAD2112

description: SAD2112 (for T2SS only) = rpoS*, lacZ::lacIq, comEA-mCherry, ΔluxO, Ptac-tfoX, Ptac-recA, ∆TCP::ZeoR, ∆MSHA::CarbR, ∆CTX::KanR, ∆pilMNOPQ::TmR (aka ∆competence pilus) Ankur: "For the taxonomy ID - unfortunately the strain we sent does not have a taxonomy ID. So, you can use the generic one for V. cholerae which is "666". The strain we are working with is related to N16961, but is certainly not the same strain, so not sure if you would want to indicate that somehow? Just for reference - the strain we sent is E7946 (although it is obviously heavily modified with a number of mutations). "
description: <strong>Tilt Series Date:</strong> 2018-07-31</p>
<strong>Data Taken By:</strong> Sara Weaver</p>
<strong>Species / Specimen:</strong> Vibrio cholerae</p>
<strong>Strain:</strong> SAD2112</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain from Ankur B Dalia ankdalia@indiana.edu, PhD, Assistant Professor, Indiana University. Cells grown, data collected by Sara Weaver</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Streaked stock on a plate. Grew up a single colony in 3 mL LB with shaking at 37˚C. The next day, subcultured 50uL of this overnight culture into 3mL of fresh LB+100uM IPTG + 20mM MgCl2 + 10mM CaCl2 and grow at 30˚C shaking for ~4 hours.  Note that the induction wasn't necessary for this delta T4 competence pili strain</p>
<strong>Sample Preparation:</strong> On 2018/07/12 spun gold (100 µL 10 nm gold + 25 µL 5% BSA) at 15,000rpm for 20 minutes, removed supernatant. Resuspended gold beads in 20 µL liquid culture. Vitrobot RT and 95% humidity, 3µL of gold/sample slurry on carbon/copper Quantifoil Finder grids R2/2 (EmiTech glow discharge 50 mA 120 s) Blot force +6, blot time 3 s, no waiting time, no drain time. Plunged into ethane/propane mix.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/swj2018-07-31-24/rawdata/</p>2112I_tomogram23.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.5 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/swj2018-07-31-24/rawdata/2112I_tomogram23.mrc"
        > <i class="download icon"></i> Download </a></p>

        2112I_tomogram23_full.rec,  Reconstruction (Pixel Size 1.56 nm), 444.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/swj2018-07-31-24/3dimage_93879/2112I_tomogram23_full.rec"
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DOI: 10.22002/s52sh-c8t58
title: lip10-2 (+ megacomplex)

description: Exposure 1-1.3s
description: <strong>Tilt Series Date:</strong> 2020-09-29</p>
<strong>Data Taken By:</strong> William Nicolas</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> PK2, BL21 dHisdHA RQABpCDF+EFGpRSF</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 56.0 eV/Å²,  defocus: -8.0 μm,  magnification: 11000x. </p>
<strong>Microscope:</strong> IECB Talos Artica</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> Petya Krasteva (head of the SBB lab at the IECB, Bordeaux° and Wiem . Abidi (graduate student) did the preps and helped with acquisition</p>
<strong>Purification / Growth Conditions / Treatment:</strong> BL21 cells were transformed with QAB - pCDF plasmid and EFG - pRSF . plasmid to express the inner-membrane macro-complex.. . Selection done with Kanamycin and Streptomycin.. . Induction of expression ON done with IPTG. . Spheroplasts are generated from the BL21 non transformed cells cells.. Spheroplasts are processed through a high-pressure homogenizer and . further purification by ultracentrifugation of the membrane . fractions. . Liposomes are then generated from the membrane fractions by . processing through Potter and sonicator.. </p>
<strong>Sample Preparation:</strong> Fiducials were prepared my method (see lab archive). . Grids: Quantifoil Cu NH2 R2/2. . Glowdischarged 3mA - 2min. BT3s - BF0. 4uL pipetted on the grids</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2020-09-29-12/rawdata/</p>lip10-2-sq2-tg1.mrc,  Tilt Series (Pixel Size 0.39 nm), 882.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2020-09-29-12/rawdata/lip10-2-sq2-tg1.mrc"
        > <i class="download icon"></i> Download </a></p>

        lip10-2-sq2-tg1_full.rec,  Reconstruction (Pixel Size 0.78 nm), 1.8 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2020-09-29-12/3dimage_115761/lip10-2-sq2-tg1_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/b4yay-25493
title: Ecoli_EPEC_8612

description: Bacterial nanotubes as described by the work of Ilan Rosenshine and Sigal Ben Yehuda labs at  .  the Hebrew university).
description: <strong>Tilt Series Date:</strong> 2020-02-14</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: 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> 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/mka2020-02-14-129/rawdata/</p>EPEC_8612_235_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/mka2020-02-14-129/rawdata/EPEC_8612_235_af.mrc"
        > <i class="download icon"></i> Download </a></p>

        EPEC_8612_235_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/mka2020-02-14-129/3dimage_111279/EPEC_8612_235_af_full.rec"
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DOI: 10.22002/7qsry-e6n72
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/mka2020-02-13-20/rawdata/</p>EPEC_8612_010_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/mka2020-02-13-20/rawdata/EPEC_8612_010_af.mrc"
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        EPEC_8612_010_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/mka2020-02-13-20/3dimage_110869/EPEC_8612_010_af_full.rec"
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DOI: 10.5281/zenodo.17012540
title: Data Set for Kilgore Field Theory: A Dynamic Framework for Consciousness as Information Differentiation

description: This archive contains all artifacts needed to reproduce the paper’s results across Series A–F. It includes parameterized run cards (governing equations, grids, seeds, and sweeps), CSV metrics for key measures (E(t), S(t), k*, Δk, drift u, ω_meas, v_p, v_g, PSD angle θ_PSD, elongation ρ), figure sources, and environment manifests/lockfiles for exact versions. Minimal scripts are provided to execute the run cards, with a mapping table linking every figure to its originating run and outputs; select logs are included for diagnostics. The data cover baseline behavior, noise-as-signal, the continuity threshold λ*, dispersion validation, drift/anisotropy separation, and convergence/robustness checks across seeds and resolutions. Quantities are dimensionless unless noted; symbol definitions appear in the Methods. Reproduction requires Python with the packages listed in manifests/Executing the provided runner regenerates the metrics and figures.
DOI: 10.5281/zenodo.17012539
title: Data Set for Kilgore Field Theory: A Dynamic Framework for Consciousness as Information Differentiation

description: This archive contains all artifacts needed to reproduce the paper’s results across Series A–F. It includes parameterized run cards (governing equations, grids, seeds, and sweeps), CSV metrics for key measures (E(t), S(t), k*, Δk, drift u, ω_meas, v_p, v_g, PSD angle θ_PSD, elongation ρ), figure sources, and environment manifests/lockfiles for exact versions. Minimal scripts are provided to execute the run cards, with a mapping table linking every figure to its originating run and outputs; select logs are included for diagnostics. The data cover baseline behavior, noise-as-signal, the continuity threshold λ*, dispersion validation, drift/anisotropy separation, and convergence/robustness checks across seeds and resolutions. Quantities are dimensionless unless noted; symbol definitions appear in the Methods. Reproduction requires Python with the packages listed in manifests/Executing the provided runner regenerates the metrics and figures.