cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rkuh3w
title: Occurrence Download

description: A dataset containing 8797 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Reference-based checklist of gilled Agaricales (Basidiomycota, Fungi) from Ukraine"
 ]
}

 The dataset includes 8797 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012004-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/mma3cl
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/bfi4vn
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/fka5gh
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/w9vjz0
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/b5y8j7
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/bunqc7
title: title
DOI: 10.13130/rd_unimi/t0kw7c/qtp7iq
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/v68fun
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/409eo4
title: adcInfo_TRX1.xml
DOI: 10.15468/dl.8kbwb2
title: Occurrence Download

description: A dataset containing 169760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus nigra",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169760 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/l2xjsg
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/xh6kzr
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/grgzuu
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/tftduf
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/sdtncx
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/wj6tvg
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/vnpsn4
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/h7vyxg
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/hpzbu6
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/hyanap
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/qe88jt
title: title
DOI: 10.13130/rd_unimi/t0kw7c/milcvc
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/stqz03
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/gwjeuz
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/b7juiv
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/9qepeh
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/juoqng
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/6xbbwo
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/5ri0kh
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/p4lvxo
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/tj9vm4
title: topshimreport
DOI: 10.13130/rd_unimi/t0kw7c/bpdcpn
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/c6hmii
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/ahscsa
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/etubcm
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/t0kw7c/yd751f
title: topshimreport
DOI: 10.13130/rd_unimi/t0kw7c/jexux2
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/ltfpfl
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/r2dxnp
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/7caaop
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/f4dx2v
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/ehy2im
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/xbxz0z
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/x5i1eh
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/igo42z
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/miulj0
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/utztam
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/ou4bnh
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/zmmyim
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/9glqqy
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/bkol1e
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/yw7lld
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/sjalxa
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/vibhxx
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/21sb6l
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/aouejm
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/n1jpby
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/ftsyfl
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/ssx2d3
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/ufoc2a
title: title
DOI: 10.13130/rd_unimi/t0kw7c/a7uk3o
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/sz8mxy
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/x8k4d8
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/uwirtn
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/xjnrsn
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/laly0h
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/wrusi6
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/axecnv
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/wftaza
title: audita.txt
DOI: 10.5284/1137928
title: Digital Archive from a Magnetometry Survey at Hilperton, Trowbridge, Wiltshire, January-April 2024

description: This collection comprises geophysics and CAD data from a magnetometer survey of approximately 14 hectares conducted on land at Hilperton, near Trowbridge, Wiltshire. The survey was undertaken by SUMP geophysics between January and April 2024. A series of rectilinear enclosures, a partial irregularly-shaped enclosure, numerous additional ditch-type responses and tentative ring-ditches are indicative of a multi-phased settlement. Evidence of ridge and furrow, former field boundaries, infilled ponds, modern ploughing effects and a land drain have been identified, along with areas of natural magnetic variation and modern ferrous disturbance.
DOI: 10.13130/rd_unimi/t0kw7c/lvlmd0
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/rd8acd
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/8gtrzi
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/seutcg
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/evud75
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/2hqlkk
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/4b4peo
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/f2qkfy
title: title
DOI: 10.13130/rd_unimi/t0kw7c/dl5vq0
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/gjscnr
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/gpdtzj
title: title
DOI: 10.5281/zenodo.17346571
title: Dataset of Topic-Guided Multi-View Deep Wasserstein Clustering for Single-cell Transcriptomic Analysis

description: Single-cell RNA sequencing datasets used by scMTO
DOI: 10.5281/zenodo.17347360
title: Topic-Guided Multi-View Deep Wasserstein Clustering for Single-cell Transcriptomic Analysis

description: Single-cell RNA sequencing datasets used by scMTO
DOI: 10.13130/rd_unimi/t0kw7c/zzyxrp
title: title
DOI: 10.15468/dl.32g65k
title: Occurrence Download

description: A dataset containing 4339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Empoasca fabae",
 "Year 1970-2025"
 ]
}

 The dataset includes 4339 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012005-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/pnqdfy
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/e4lofl
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/xchkbo
title: title
DOI: 10.13130/rd_unimi/t0kw7c/scafg8
title: zg30
DOI: 10.13130/rd_unimi/t0kw7c/y5etfh
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/i5ogqh
title: adcInfo_TRX1.xml
DOI: 10.13130/rd_unimi/t0kw7c/glvv1u
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/5xkjz3
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/iogmqd
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/wbif4c
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/9fmidf
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/bl3yrl
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/ltj4sn
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/pnkyvz
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/3bxfph
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/fmksyz
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/j4yody
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/3n0cxu
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/cy6rif
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/n0xoqz
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/r3fskm
title: title
DOI: 10.13130/rd_unimi/t0kw7c/2pscsb
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/mk3rmg
title: plot_acqu.form
DOI: 10.13130/rd_unimi/t0kw7c/9yvcjr
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/s6pylz
title: title
DOI: 10.13130/rd_unimi/t0kw7c/xdge8u
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/1wxhex
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/pbnvod
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/9kqz3w
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/mhy3iu
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/gjgggl
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/ndx0oh
title: pulseprogram.precomp
DOI: 10.13130/rd_unimi/t0kw7c/hdiwul
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/ybuu72
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/n7clyx
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/sojpli
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/gw25e4
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/sigsiq
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/zqmrqs
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/j37siq
title: vtc_pid_settings
DOI: 10.13130/rd_unimi/t0kw7c/jihyhr
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/b5ry4a
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/t7m5qy
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/tzlghv
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/ctpmmk
title: audita.txt
DOI: 10.5286/isis.e.rb2510212-1
title: Probing metal disproportionation and oxygen coupling in Fe-based Ruddlesden-Popper-type perovskites for the oxygen evolution reaction

description: This investigation aims to probe metal charge disproportionation and oxygen-to-metal charge transfer in Fe-based Ruddlesden-Popper-type perovskites (Sr3FeMO7−δ, M = Fe, Co, Ni) and relate these properties to the catalytic activity of the materials in oxygen evolution reaction (OER). Neutron powder diffraction (NPD) measurements would allow to confirm the charge disproportionation of the metal sites and oxygen-to-metal negative charge transfer (i.e., lattice oxygen oxidation) through identification of non-equivalent Fe/Co/Ni sites and an accurate band valence sum (BVS) evaluation. Furthermore, NPD due to its high sensitivity to crystal symmetry and to oxygen content and position in a lattice, is proposed to be a highly suitable characterization to identify reduced O‒O distances (including the presence of O‒O peroxo-like dimers which are expected in the materials containing oxidized oxygen species). The knowledge to be obtained through our study would have profound fundamental importance as a rare direct structural evidence for the lattice oxygen oxidation induced by the metal charge disproportionation in the highly catalytically active oxides, and will be used to instruct the design of the compositions with improved oxygen evolution reaction activity.
DOI: 10.13130/rd_unimi/t0kw7c/dikfas
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/ekcnue
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/jnsmsi
title: peakrng
DOI: 10.5286/isis.e.rb2510212
title: Probing metal disproportionation and oxygen coupling in Fe-based Ruddlesden-Popper-type perovskites for the oxygen evolution reaction

description: This investigation aims to probe metal charge disproportionation and oxygen-to-metal charge transfer in Fe-based Ruddlesden-Popper-type perovskites (Sr3FeMO7−δ, M = Fe, Co, Ni) and relate these properties to the catalytic activity of the materials in oxygen evolution reaction (OER). Neutron powder diffraction (NPD) measurements would allow to confirm the charge disproportionation of the metal sites and oxygen-to-metal negative charge transfer (i.e., lattice oxygen oxidation) through identification of non-equivalent Fe/Co/Ni sites and an accurate band valence sum (BVS) evaluation. Furthermore, NPD due to its high sensitivity to crystal symmetry and to oxygen content and position in a lattice, is proposed to be a highly suitable characterization to identify reduced O‒O distances (including the presence of O‒O peroxo-like dimers which are expected in the materials containing oxidized oxygen species). The knowledge to be obtained through our study would have profound fundamental importance as a rare direct structural evidence for the lattice oxygen oxidation induced by the metal charge disproportionation in the highly catalytically active oxides, and will be used to instruct the design of the compositions with improved oxygen evolution reaction activity.
DOI: 10.13130/rd_unimi/t0kw7c/ktp6ph
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/1cmkft
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/gzyjfm
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/39mefa
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/cww0n2
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/xlodiv
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/u8oqpa
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/eut7br
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/jyzkwl
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/dpach3
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/khklbq
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/4ctvd9
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/04nimf
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/mjsdnu
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/mda4dx
title: plot_acqu.form
DOI: 10.13130/rd_unimi/t0kw7c/qi6m6q
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/birfla
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/phamme
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/vu38i3
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/dfwwx0
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/fullue
title: peaklist.xml
DOI: 10.13130/rd_unimi/t0kw7c/ihkarv
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/msra5e
title: pulseprogram.precomp
DOI: 10.13130/rd_unimi/t0kw7c/d1d27l
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/nk9cjr
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/m2rhbl
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/yuguxz
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/kilrqd
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/muxqzf
title: fq1list
DOI: 10.15468/dl.bpara4
title: Occurrence Download

description: A dataset containing 30047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 19.085278",
 "DecimalLatitude is less than or equal to 24.085278",
 "DecimalLongitude is greater than or equal to -115.0",
 "DecimalLongitude is less than or equal to -110.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 30047 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012007-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/t0kw7c/elpgyl
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/pp23ta
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/8oa5gx
title: fq1list
DOI: 10.13130/rd_unimi/t0kw7c/0wowjj
title: auditp.txt
DOI: 10.13130/rd_unimi/t0kw7c/5n3tlo
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/lqnjli
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/6lfmbv
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/95tblo
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/skuot5
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/h5dw0i
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/gi52rx
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/vlhsqb
title: cpdprg2
DOI: 10.13130/rd_unimi/t0kw7c/zilldf
title: fid
DOI: 10.13130/rd_unimi/t0kw7c/aseoeu
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/v17dkv
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/x1nudz
title: audita.txt
DOI: 10.5281/zenodo.17672001
title: Causal Chamber™: Light Tunnel Interventions v1

description: These datasets were created in the Causal Chamber “Light Tunnel” (Gamella et al., 2025). The Light Tunnel is an apparatus to sample real data under controlled physical conditions. For more information, see https://causalchamber.ai/. The dataset collection contains experiments in which single-target interventions of different strengths are performed on all the light tunnel's manipulable variables. The light tunnel is operating in its standard configuration. Each experiment corresponds to a different intervention, where the target distribution is shifted with respect to its reference distribution, given by the dataset uniform_reference.csv.

For a detailed description of the data and each experiment, see https://github.com/juangamella/causal-chamber/tree/main/datasets/lt_interventions_standard_v1

 

Task: The dataset collection can be used to study causal discovery and causal inference methods.

Summary:





Size of collection: 59 Datasets with 46 columns of size 1000 (10^4 for uniform_reference.csv)




Task: Causal Discovery Problem / Causal Inference Problem




Data Type: Mixed Data




Dataset Scope: Collection of Datasets




Ground Truth: Known Graph




Temporal Structure: Static Data




License: CC BY 4.0




Missing Values: No Missing Values



Missingness Statement: There are no missing values.

Collection: The file collection.html contains an overview of all interventions generating the datasets.

Features: The file variables.csv contains a brief description of each variable (column) in the .csv files; see appendix II of the manuscript.pdf for more details.

Files:





lt_interventions_standard_v1.zip: Collection of the interventional and the reference Dataset




collection.html: An overview of all interventions generating the datasets.




variables.csv: A brief description of each variable.




arxiv_gamella_2025.pdf: ArXiv version of Gamella et al., 2025, for reference.




ground_truths.pdf: See Figure a for the ground truth DAG.



License: 



lt_interventions_standard_v1.zip: CC BY 4.0
DOI: 10.5281/zenodo.17672002
title: Causal Chamber™: Light Tunnel Interventions v1

description: These datasets were created in the Causal Chamber “Light Tunnel” (Gamella et al., 2025). The Light Tunnel is an apparatus to sample real data under controlled physical conditions. For more information, see https://causalchamber.ai/. The dataset collection contains experiments in which single-target interventions of different strengths are performed on all the light tunnel's manipulable variables. The light tunnel is operating in its standard configuration. Each experiment corresponds to a different intervention, where the target distribution is shifted with respect to its reference distribution, given by the dataset uniform_reference.csv.

For a detailed description of the data and each experiment, see https://github.com/juangamella/causal-chamber/tree/main/datasets/lt_interventions_standard_v1

 

Task: The dataset collection can be used to study causal discovery and causal inference methods.

Summary:





Size of collection: 59 Datasets with 46 columns of size 1000 (10^4 for uniform_reference.csv)




Task: Causal Discovery Problem / Causal Inference Problem




Data Type: Mixed Data




Dataset Scope: Collection of Datasets




Ground Truth: Known Graph




Temporal Structure: Static Data




License: CC BY 4.0




Missing Values: No Missing Values



Missingness Statement: There are no missing values.

Collection: The file collection.html contains an overview of all interventions generating the datasets.

Features: The file variables.csv contains a brief description of each variable (column) in the .csv files; see appendix II of the manuscript.pdf for more details.

Files:





lt_interventions_standard_v1.zip: Collection of the interventional and the reference Dataset




collection.html: An overview of all interventions generating the datasets.




variables.csv: A brief description of each variable.




arxiv_gamella_2025.pdf: ArXiv version of Gamella et al., 2025, for reference.




ground_truths.pdf: See Figure a for the ground truth DAG.



License: 



lt_interventions_standard_v1.zip: CC BY 4.0
DOI: 10.13130/rd_unimi/t0kw7c/nqsq7i
title: zg30
DOI: 10.13130/rd_unimi/t0kw7c/ps9qlu
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/x2a8nx
title: intrng
DOI: 10.13130/rd_unimi/t0kw7c/gzizuj
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/xx0h2t
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/m86zrv
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/zlzado
title: procs
DOI: 10.7910/dvn/jizchd
title: Global Logic System Level 6 Fine-Grained Core Knowledge Graph: Classical Axioms, Deductive Rules, Fallacy Types, and Intermediate-to-Advanced Formal Logic Methodology Dataset

description: This dataset presents a 6-level fine-grained core logical knowledge graph constructed from multiple authoritative logic sources. It integrates four curated CSV files into a single unified table (223 records, 74 fields), covering classical axioms and theorems, inference and derivation rules, common fallacy types, and intermediate-to-advanced formal logic methods (including sequent and natural deduction systems, propositional and first-order logic, and parts of modal and non-classical logic). Each record is annotated with a hierarchical L1–L6 structure (universe, branch, topic, object type, canonical name, and schematic/content field), plus source and notes metadata, making the dataset suitable for logic education, automated reasoning research, knowledge-graph construction, and AI explainability experiments. The collection is core-oriented rather than exhaustive, and is intended as a reusable, extensible backbone for further logical knowledge graph enrichment.
DOI: 10.13130/rd_unimi/t0kw7c/p3dgfi
title: prosol_History
DOI: 10.13130/rd_unimi/t0kw7c/5dtqhj
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/yo6fml
title: title
DOI: 10.13130/rd_unimi/t0kw7c/yamggw
title: uxnmr.par
DOI: 10.13130/rd_unimi/t0kw7c/iupfes
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/ayf4da
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/hckpyx
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/zbesw3
title: audita.txt
DOI: 10.13130/rd_unimi/t0kw7c/ikspc3
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/rjfccl
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/py0xws
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/hue9oh
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/juwh0m
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/dhyuk6
title: scon2
DOI: 10.13130/rd_unimi/t0kw7c/nmcpgu
title: acqus
DOI: 10.13130/rd_unimi/t0kw7c/mpnvkd
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/4mmn4r
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/ehwezg
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/satoic
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/stbpjk
title: peakrng
DOI: 10.13130/rd_unimi/t0kw7c/1vk21x
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/ffvrl8
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/aeszxt
title: specpar
DOI: 10.13130/rd_unimi/t0kw7c/dycfok
title: procs
DOI: 10.13130/rd_unimi/t0kw7c/yzdwlt
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/ffswfy
title: pulseprogram.precomp
DOI: 10.13130/rd_unimi/t0kw7c/csjq7b
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/mx1wuo
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/qb1s73
title: fq1list
DOI: 10.13130/rd_unimi/t0kw7c/qblsmi
title: shimvalues
DOI: 10.13130/rd_unimi/t0kw7c/rpvcw7
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/wi8pvj
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/wz5pdq
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/4b6pcj
title: outd
DOI: 10.13130/rd_unimi/t0kw7c/n5moys
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/qszamf
title: proc
DOI: 10.13130/rd_unimi/t0kw7c/uwk2ou
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/zfugwk
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/jtu8ub
title: pulseprogram
DOI: 10.13130/rd_unimi/t0kw7c/rl5pu2
title: 1r
DOI: 10.13130/rd_unimi/t0kw7c/kmzjft
title: peaks
DOI: 10.13130/rd_unimi/t0kw7c/vqb0uw
title: acqu
DOI: 10.13130/rd_unimi/t0kw7c/kye1ne
title: parm.txt
DOI: 10.13130/rd_unimi/t0kw7c/vwrsmy
title: uxnmr.info
DOI: 10.13130/rd_unimi/t0kw7c/f2moqe
title: 1r
DOI: 10.5281/zenodo.17368005
title: Removing oxide layers and retaining oxide-free steel surfaces by polishing in oxygen-free atmosphere
DOI: 10.5281/zenodo.17368006
title: Removing oxide layers and retaining oxide-free steel surfaces by polishing in oxygen-free atmosphere
DOI: 10.13130/rd_unimi/t0kw7c/eyd1pw
title: 1i
DOI: 10.13130/rd_unimi/t0kw7c/dknhnt
title: format.temp
DOI: 10.13130/rd_unimi/t0kw7c/j2kghu
title: uxnmr.par