cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tjy64bryg6
title: Data for: Demarcation Before Falsification: Boundary–Convergence–Mapping as Entry Conditions for Science

description: This repository provides the replication package for the paper “Assessing the Meta-Laws of Scientific Existence” (v1.0.0, 2025-11-07).

ZIP filename: meta-laws-repro-v1_20251107.zip
SHA-256: f3d5b8fde5734b26ecb09cc39e0b75e208a8dcd68146a4ff0f5512596f54c664

Contents
- code/: Python 3 scripts (stability_check.py, make_diff.py, filter_1990.py)
- data/: timeseries_diff_1990.csv (monthly Δlog×100; 1990–present)
- protocols/: Param-Obs-Protocol.csv (ASCII, operational thresholds)
- out_1990/: expected outputs (summary.md, rolling_cdf_ks.png)
- checksums/: CHECKSUMS.txt (hashes), env.txt (Python version and pip freeze)
- README.md: quick start and troubleshooting

How to reproduce (Windows, from the extracted root)
 py -3 code\stability_check.py --in data\timeseries_diff_1990.csv --out out_1990 --acf-lags 36 --ks-window 120 --ks-ref 120 --ks-step 6

Expected results (our run, N=429)
 ADF = -4.044 (p = 0.0012) rejects a unit root;
 KPSS = 0.216 (p = 0.10) does not reject stationarity;
 Rolling two-sample KS (ref=120, win=120, step=6) mostly below KS_thr = 0.21;
 We trigger re-estimation if KS_thr is exceeded for q = 3 consecutive windows.
 Figures and a short report are written to out_1990/ (summary.md, rolling_cdf_ks.png).

Data & preprocessing
 CPIAUCSL from FRED; Δlog×100; drop NAs; filter to 1990+.
 All CSVs are ASCII-only (no Unicode symbols).

Contact / citation
 Please cite the SSRN preprint and this dataset; include the package SHA-256 above for verification.
DOI: 10.25549/inscriptifact-ouc110605128
title: Persepolis Fortification Aramaic Text 539, PFAT 539

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 539 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. ❧ [Physical Object Note:] Damage on flat edge, obverse, reverse, cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110612576
title: Persepolis Fortification Elamite Tablet 1587, PF 1587

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1587 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse and upper edge. Seal impression on left edge, reverse, upper edge. ❧ [Physical Object Note:] Bottom edge toward round edge chipped. Round edge tip broken.
DOI: 10.17632/tjy64bryg6.2
title: Data for: Demarcation Before Falsification: Boundary–Convergence–Mapping as Entry Conditions for Science

description: This repository provides the replication package for the paper “Assessing the Meta-Laws of Scientific Existence” (v1.0.0, 2025-11-07).

ZIP filename: meta-laws-repro-v1_20251107.zip
SHA-256: f3d5b8fde5734b26ecb09cc39e0b75e208a8dcd68146a4ff0f5512596f54c664

Contents
- code/: Python 3 scripts (stability_check.py, make_diff.py, filter_1990.py)
- data/: timeseries_diff_1990.csv (monthly Δlog×100; 1990–present)
- protocols/: Param-Obs-Protocol.csv (ASCII, operational thresholds)
- out_1990/: expected outputs (summary.md, rolling_cdf_ks.png)
- checksums/: CHECKSUMS.txt (hashes), env.txt (Python version and pip freeze)
- README.md: quick start and troubleshooting

How to reproduce (Windows, from the extracted root)
 py -3 code\stability_check.py --in data\timeseries_diff_1990.csv --out out_1990 --acf-lags 36 --ks-window 120 --ks-ref 120 --ks-step 6

Expected results (our run, N=429)
 ADF = -4.044 (p = 0.0012) rejects a unit root;
 KPSS = 0.216 (p = 0.10) does not reject stationarity;
 Rolling two-sample KS (ref=120, win=120, step=6) mostly below KS_thr = 0.21;
 We trigger re-estimation if KS_thr is exceeded for q = 3 consecutive windows.
 Figures and a short report are written to out_1990/ (summary.md, rolling_cdf_ks.png).

Data & preprocessing
 CPIAUCSL from FRED; Δlog×100; drop NAs; filter to 1990+.
 All CSVs are ASCII-only (no Unicode symbols).

Contact / citation
 Please cite the SSRN preprint and this dataset; include the package SHA-256 above for verification.
DOI: 10.25549/inscriptifact-ouc110605115
title: Persepolis Fortification Aramaic Text 538, PFAT 538

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 538 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression bottom edge. ❧ [Physical Object Note:] Cracks on bottom edge, reverse, broken corner impacting flat edge, upper edge, obverse.
DOI: 10.25549/inscriptifact-ouc110612570
title: Persepolis Fortification Elamite Tablet 1717, PF 1717

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1717 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110612569
title: Persepolis Fortification Elamite Tablet 1717, PF 1717

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1717 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc1sto1608749
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110612557
title: Persepolis Fortification Elamite Tablet 1587, PF 1587

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1587 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse and upper edge. Seal impression on left edge, reverse, upper edge. ❧ [Physical Object Note:] Bottom edge toward round edge chipped. Round edge tip broken.
DOI: 10.25549/inscriptifact-ouc110605113
title: Persepolis Fortification Aramaic Text 538, PFAT 538

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 538 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression bottom edge. ❧ [Physical Object Note:] Cracks on bottom edge, reverse, broken corner impacting flat edge, upper edge, obverse.
DOI: 10.17632/g7hy84t2r6
title: Data relating to Roux, Lindell et al "Industrial and agricultural chemicals exhibit antimicrobial activity against human gut bacteria in vitro"

description: This repository contains raw data and analysis files relating to Roux, Lindell et al (2025) Nature Microbiology.
DOI: 10.25549/inscriptifact-ouc110605093
title: Persepolis Fortification Aramaic Text 538, PFAT 538

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 538 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression bottom edge. ❧ [Physical Object Note:] Cracks on bottom edge, reverse, broken corner impacting flat edge, upper edge, obverse.
DOI: 10.25549/inscriptifact-ouc110605100
title: Persepolis Fortification Aramaic Text 538, PFAT 538

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 538 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression bottom edge. ❧ [Physical Object Note:] Cracks on bottom edge, reverse, broken corner impacting flat edge, upper edge, obverse.
DOI: 10.14278/rodare.4007
title: Data publication: Gas-jet target with online interferometric thickness measurement for nuclear astrophysics

description: A new jet gas target system has been developed for the Felsenkeller \qty{5}{\mega\volt} underground ion accelerator for nuclear astrophysics. It provides either a \qty{1.5e18}{atoms/\square\cm} thick cylindrical jet or a \qty{8e17}{atoms/\square\cm} thick wall of gas, with a surface of \qtyproduct[product-units = power]{10x10}{\mm} to be seen by the ion beam. The system includes a de Laval type nozzle and altogether five pumping stages: In addition to the jet catcher and the jet chamber surrounding it, there are three stages connecting the jet to the ion accelerator. Behind the jet chamber, as seen from the ion beam, a windowless static-type gas target and, subsequently, a beam calorimeter have been installed. This work describes the offline tests of the gas target system prior to its installation on the beam line of the Felsenkeller accelerator. The thickness of the jet has been determined using three different methods: By computational fluid dynamics simulations, with a Mach-Zehnder interferometer, and by $\alpha$-energy loss using a mixed $\alpha$ source. The three methods were shown to be in agreement. For 0-6 bar inlet gas pressure, a linear relationship between inlet pressure and jet thickness has been found. Different shapes of de Laval type inlet nozzles, both circular and slit-type, have been manufactured from fused silica glass or stainless steel and tested using measurements and simulations. The power and stability of the beam calorimeter have been tested. The interferometry has been shown to work reliably and to give two-dimensional projections of the gas jet with sub-mm resolution.
DOI: 10.14278/rodare.4006
title: Data publication: Gas-jet target with online interferometric thickness measurement for nuclear astrophysics

description: A new jet gas target system has been developed for the Felsenkeller \qty{5}{\mega\volt} underground ion accelerator for nuclear astrophysics. It provides either a \qty{1.5e18}{atoms/\square\cm} thick cylindrical jet or a \qty{8e17}{atoms/\square\cm} thick wall of gas, with a surface of \qtyproduct[product-units = power]{10x10}{\mm} to be seen by the ion beam. The system includes a de Laval type nozzle and altogether five pumping stages: In addition to the jet catcher and the jet chamber surrounding it, there are three stages connecting the jet to the ion accelerator. Behind the jet chamber, as seen from the ion beam, a windowless static-type gas target and, subsequently, a beam calorimeter have been installed. This work describes the offline tests of the gas target system prior to its installation on the beam line of the Felsenkeller accelerator. The thickness of the jet has been determined using three different methods: By computational fluid dynamics simulations, with a Mach-Zehnder interferometer, and by $\alpha$-energy loss using a mixed $\alpha$ source. The three methods were shown to be in agreement. For 0-6 bar inlet gas pressure, a linear relationship between inlet pressure and jet thickness has been found. Different shapes of de Laval type inlet nozzles, both circular and slit-type, have been manufactured from fused silica glass or stainless steel and tested using measurements and simulations. The power and stability of the beam calorimeter have been tested. The interferometry has been shown to work reliably and to give two-dimensional projections of the gas jet with sub-mm resolution.
DOI: 10.15468/dl.zj5akn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paramysis baeri",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023738-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mucxkr
title: Census Linking Project: 1870-1950 Crosswalk

description: This crosswalk consists of individuals matched between the 1870 and 1950 complete-count US Censuses. Within the crosswalk, users have the option to select the linking method with which these matches were created. This version of the crosswalk contains links made by the ABE-exact (conservative and standard) method, the ABE-NYSIIS (conservative and standard) method and the ABE-NYSIIS (conservative and standard) method where race is used as a matching variable. For any chosen method, users can merge into this crosswalk a wide set of individual- and household-level variables provided publicly by IPUMS, thereby creating a historical longitudinal dataset for analysis.
DOI: 10.15468/dl.2c7tqe
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annona squamosa",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080403-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uyx7u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Nomascus gabriellae)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080404-250717081556266/datasets/export for details.
DOI: 10.15468/dl.skp7j2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annona squamosa",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080405-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5m12x
title: Occurrence Download

description: A dataset containing 141787577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 141787577 records from 2751 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002285-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycvanm
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bassaricyon neblina Helgen, Pinto, Kays, Helgen, Tsuchiya, Quinn, Wilson & Maldonado, 2013"
 ]
}

 The dataset includes 201 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008341-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y2ujg
title: Occurrence Download

description: A dataset containing 9452627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erithacus rubecula (Linnaeus, 1758)"
 ]
}

 The dataset includes 9452627 records from 6555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008292-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk6eqa
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutzomyia anthophorus (Addis, 1945)"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011999-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrhwek
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leontodon saxatilis Lam."
 ]
}

 The dataset includes 56 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012000-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15325942
title: Brain imaging in zebrafish Timothy syndrome model

description: 1. Brain morphometry

Files:

y680-wlt-mut-e1.zip: y680 wildtype (wlt) and homozygous mutant (mut) sibling larvae.y680-wlt-mut-e2.zip: y680 wildtype (wlt) and homozygous mutant (mut) sibling larvae. Replication experiment.y680-wlt-het.zip: y680 wildtype (wlt) and heterozygous (het) sibling larvae.

Double transgenic (gad1b:RFP, tuba:mCar) 6 dpf larval zebrafish heads, scanned on confocal microscope at 1.726 x 1.726 x 2 micron resolution.

Files ending -01.nii.gz are gad1b:RFP channel, -02.nii.gz are tuba:mCar channel

 

2. Hybridization chain reaction fluorescent in situs in 6 dpf larvae

HCR-vgf-6dpf.zip: HCR for vgf in 6 dpf wild-type (wlt) and mutant (mut) larvae. Each z-stack is the mean of the indicated number of confocal images of larvae, after elastic registration to the ZBB reference brain. Resolution 1 x 1 x 1 micron.

HCR-en1b-6dpf.zip: HCR for en1b in 6 dpf wild-type (wlt) and mutant (mut) larvae. Each z-stack is the mean of 9 confocal images of larvae, after affine-only registration to the ZBB reference brain. Resolution 1 x 1 x 1 micron.

HCR-sox2-6dpf.zip: HCR for sox2 in 6 dpf wild-type (wlt) and mutant (mut) larvae. Each z-stack is the mean of the indicated number of confocal images of larvae, after elastic registration to the ZBB reference brain. Resolution 2 x 2 x 2 micron.

 

3. Expression of cacna1c during development

HCR-cacna1c.zip: contains HCR for cacna1c at 2,3 and 6 dpf as indicated in the file names. Each is the mean of 5 co-registered confocal images.- HCR-cacna1c-2dpf.nii.gz: Resolution 0.86 x 0.86 x 2.0 microns.- HCR-cacna1c-3dpf.nii.gz: Resolution 0.86 x 0.86 x 2.0 microns.- HCR-cacna1c-6dpf.nii.gz: Resolution 1 x 1 x 1 microns.