cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29692839.v2
title: Improved Bounds and Inference on Optimal Regimes

description: Point identification of causal effects requires strong assumptions that are unreasonable in many practical settings. However, bounds on these effects can often be derived under plausible assumptions. Even when these bounds are wide or cover null effects, they can guide practical decisions based on formal decision theoretic criteria. Here we derive new results on optimal treatment regimes in settings where the effect of interest is bounded. These results are driven by consideration of superoptimal regimes; we define regimes that leverage an individual’s natural treatment value, which is typically ignored in the existing literature. We obtain (sharp) bounds for the value function of superoptimal regimes, and provide performance guarantees relative to conventional optimal regimes. As a case study, we consider a commonly studied Marginal Sensitivity Model and illustrate that the superoptimal regime can be identified when conventional optimal regimes are not. We similarly illustrate this property in an instrumental variable setting. Finally, we derive efficient estimators for upper and lower bounds on the superoptimal decision criteria value functions in instrumental variable settings, building on recent results on covariate adjusted Balke-Pearl bounds. These estimators are applied to study the effect of prompt ICU admission on survival. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.34740/kaggle/ds/4341241
title: Cotton-Weed-12-Class
DOI: 10.15468/dl.3byusg
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Ceratophrys ornata"
 ]
}

 The dataset includes 361 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006978-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7t3ck
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthophora mucida",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006979-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr36151.v6
title: India Human Development Survey-II (IHDS-II), 2011-12
title: Version 6

description: A Data Guide for this study is available as a web page and for download. The India Human Development Survey-II (IHDS-II), 2011-12 is a nationally representative, multi-topic survey of 42,152 households in 1,503 villages and 971 urban neighborhoods across India. These data are mostly re-interviews of households interviewed for IHDS-I (ICPSR 22626) in 2004-05. Two one-hour interviews in each household covered topics concerning health, education, employment, economic status, marriage, fertility, gender relations, social capital, village infrastructure, wage levels, and panchayat composition. Children aged 8-11 completed short reading, writing and arithmetic tests.
The IHDS-II data are assembled in fourteen datasets:

Individual
Household
Eligible Women
Birth History
Medical Staff
Medical Facilities
Non Resident
School Staff
School Facilities
Wage and Salary
Tracking
Village
Village Panchayat
Village Respondent
description: The data are not weighted. However, the datasets contain the following weight variables that users may wish to apply for analyses:

Individual: WT and FWT
Household: WT, INDWT, FWT, and INDFWT
Eligible Women: WTEW and FWTEW
Birth History: WTEW

Weights adjust for differential sampling proportions from rural districts and from urban towns and cities, and for the probability of villages or towns/cities being sampled.
description: Response Rates: 85 percent of 2004-05 households were re-interviewed.
description: All 2004-05 households residing in the same village or urban neighborhood were re-interviewed. When households had divided, all split households were re-interviewed if located in the same village/neighborhood. For some urban PSUs where it was difficult to re-contact sufficient households, additional new households were randomly sampled and interviewed.
description: Datasets: 
DS0: Study-Level Files
DS1: Individual
DS2: Household
DS3: Eligible Women
DS4: Birth History
DS5: Medical Staff
DS6: Medical Facilities
DS7: Non Resident
DS8: School Staff
DS9: School Facilities
DS10: Wage and Salary
DS11: Tracking
DS12: Village
DS13: Village Panchayat
DS14: Village Respondent
description: Nationally representative sample of the Indian population. Smallest Geographic Unit: district
description: cognitive assessment test; face-to-face interview; paper and pencil interview (PAPI)NICHD funded the primary data collection for this project. The IHDS-II dataset was produced by the National Council of Applied Economic Research (NCAER), New Delhi, and by the University of Maryland.The <em>India Human Development Survey (IHDS), 2005</em> is a related data collection, and is available for download as ICPSR 22626.IHDS-II User Guides and Questionnaires are available for download from the IHDS 2 page.For additional information regarding the India Human Development Survey, please visit the India Human Development Survey Website.
DOI: 10.3886/icpsr36151
title: India Human Development Survey-II (IHDS-II), 2011-12
title: Archival Version

description: A Data Guide for this study is available as a web page and for download. The India Human Development Survey-II (IHDS-II), 2011-12 is a nationally representative, multi-topic survey of 42,152 households in 1,503 villages and 971 urban neighborhoods across India. These data are mostly re-interviews of households interviewed for IHDS-I (ICPSR 22626) in 2004-05. Two one-hour interviews in each household covered topics concerning health, education, employment, economic status, marriage, fertility, gender relations, social capital, village infrastructure, wage levels, and panchayat composition. Children aged 8-11 completed short reading, writing and arithmetic tests.
The IHDS-II data are assembled in fourteen datasets:

Individual
Household
Eligible Women
Birth History
Medical Staff
Medical Facilities
Non Resident
School Staff
School Facilities
Wage and Salary
Tracking
Village
Village Panchayat
Village Respondent
description: The data are not weighted. However, the datasets contain the following weight variables that users may wish to apply for analyses:

Individual: WT and FWT
Household: WT, INDWT, FWT, and INDFWT
Eligible Women: WTEW and FWTEW
Birth History: WTEW

Weights adjust for differential sampling proportions from rural districts and from urban towns and cities, and for the probability of villages or towns/cities being sampled.
description: Response Rates: 85 percent of 2004-05 households were re-interviewed.
description: All 2004-05 households residing in the same village or urban neighborhood were re-interviewed. When households had divided, all split households were re-interviewed if located in the same village/neighborhood. For some urban PSUs where it was difficult to re-contact sufficient households, additional new households were randomly sampled and interviewed.
description: Datasets: 
DS0: Study-Level Files
DS1: Individual
DS2: Household
DS3: Eligible Women
DS4: Birth History
DS5: Medical Staff
DS6: Medical Facilities
DS7: Non Resident
DS8: School Staff
DS9: School Facilities
DS10: Wage and Salary
DS11: Tracking
DS12: Village
DS13: Village Panchayat
DS14: Village Respondent
description: Nationally representative sample of the Indian population. Smallest Geographic Unit: district
description: cognitive assessment test; face-to-face interview; paper and pencil interview (PAPI)NICHD funded the primary data collection for this project. The IHDS-II dataset was produced by the National Council of Applied Economic Research (NCAER), New Delhi, and by the University of Maryland.The <em>India Human Development Survey (IHDS), 2005</em> is a related data collection, and is available for download as ICPSR 22626.IHDS-II User Guides and Questionnaires are available for download from the IHDS 2 page.For additional information regarding the India Human Development Survey, please visit the India Human Development Survey Website.
DOI: 10.15468/dl.ek8ahm
title: Occurrence Download

description: A dataset containing 11801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix babylonica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11801 records from 632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006980-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38rxu6
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizachyrium nodulosum (Hack.) Stapf",
 "Continent is Africa"
 ]
}

 The dataset includes 364 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005422-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q57qjj
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinella brasiliensis",
 "Year 2000-2026"
 ]
}

 The dataset includes 85 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082142-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/gg5m6b
title: Data and Code for "Estimating whole-body centre of mass sway during quiet standing with inertial measurement units"

description: Includes 1) code to estimate centre of mass displacement using inertial measurement data and 2) code and data to replicate figures from "Estimating whole-body centre of mass sway during quiet standing with inertial measurement units".
DOI: 10.15468/dl.v9ftj4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.647374 24.614886, 71.57013600000001 24.609309, 71.49482 24.592716, 71.423298 24.565521, 71.35734600000001 24.5284, 71.298597 24.482274, 71.248499 24.428289, 71.20828400000001 24.367782, 71.178932 24.302252, 71.16115000000001 24.233318, 71.155361 24.162682, 71.16168500000001 24.092084, 71.179948 24.02326, 71.209683 23.957903, 71.25014400000001 23.897614, 71.300326 23.843869, 71.358991 23.797984, 71.42469800000001 23.76108, 71.49583699999999 23.734058, 71.570671 23.717576, 71.647374 23.712038, 71.72407699999999 23.717576, 71.798911 23.734058, 71.87005000000001 23.76108, 71.935757 23.797984, 71.994422 23.843869, 72.04460400000001 23.897614, 72.085065 23.957903, 72.1148 24.02326, 72.13306300000001 24.092084, 72.139387 24.162682, 72.13359800000001 24.233318, 72.115816 24.302252, 72.08646400000001 24.367782, 72.046249 24.428289, 71.996151 24.482274, 71.93740200000001 24.5284, 71.87145 24.565521, 71.79992799999999 24.592716, 71.72461199999999 24.609309, 71.647374 24.614886))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082144-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.18189092
title: xvi. a transfiguration (2004) — Complete Archive with Authorial Commentary

description: A complete archive of xvi. a transfiguration, a 57-page poem written 2003–2004 by Ichabod Spellings, accompanied by the author's own theoretical commentary ("A Guide for the Perplexed," dated April 22, 2004) and a comprehensive provenance document.

This deposit preserves:

1. The completed poem (PDF, 57 pages) — A four-part structure modeled on Dante's Commedia, framed by invocations to Caedmon, the Anglo-Saxon poet commanded by an angel to sing creation. The work embeds a complete inhabitation of Sappho Fragment 31 and channels Ginsberg's "Howl" through its apocalyptic middle sections.

2. "A Guide for the Perplexed" + earlier draft (DOCX) — A letter to the author's professor explaining the poem's architecture, constituting the earliest surviving theoretical writing of the Crimson Hexagon project. The guide articulates concepts that would later be formalized as "operative semiotics" and "fractal semantic architecture" in the Semantic Economy framework (2026).

3. Provenance document (PDF/MD) — Scholarly apparatus contextualizing the heteronym origins, embedded intertexts, and theoretical significance of the early work.

Significance

The "Guide for the Perplexed" contains formulations anticipating the Semantic Economy by twenty years:

 

"The map is not specifically spatial, but rather a spatial map of spiritual or affective states."

 

 

"The invocation was simply, at the time, a plea for the inner forces to be funneled through the instruments of poetry... I was not shooting at them, specifically, but rather at their spirit, their redemptive value, their poetry."

 

The deposit also documents the discovery that the heteronym Rebekah Cranes originated in this early work—Ichabod's "crane" image migrating to become Rebekah's surname, revealing that the later heteronymic architecture was already present in embryonic form.
description: IsPartOf: The Crimson Hexagon / New Human Operating System

References: Pearl and Other Poems (2014)

References: Epistle to the Human Diaspora (2015)

IsSupplementedBy: Semantic Economy framework publications (2026)
DOI: 10.5281/zenodo.18189093
title: xvi. a transfiguration (2004) — Complete Archive with Authorial Commentary

description: A complete archive of xvi. a transfiguration, a 57-page poem written 2003–2004 by Ichabod Spellings, accompanied by the author's own theoretical commentary ("A Guide for the Perplexed," dated April 22, 2004) and a comprehensive provenance document.

This deposit preserves:

1. The completed poem (PDF, 57 pages) — A four-part structure modeled on Dante's Commedia, framed by invocations to Caedmon, the Anglo-Saxon poet commanded by an angel to sing creation. The work embeds a complete inhabitation of Sappho Fragment 31 and channels Ginsberg's "Howl" through its apocalyptic middle sections.

2. "A Guide for the Perplexed" + earlier draft (DOCX) — A letter to the author's professor explaining the poem's architecture, constituting the earliest surviving theoretical writing of the Crimson Hexagon project. The guide articulates concepts that would later be formalized as "operative semiotics" and "fractal semantic architecture" in the Semantic Economy framework (2026).

3. Provenance document (PDF/MD) — Scholarly apparatus contextualizing the heteronym origins, embedded intertexts, and theoretical significance of the early work.

Significance

The "Guide for the Perplexed" contains formulations anticipating the Semantic Economy by twenty years:

 

"The map is not specifically spatial, but rather a spatial map of spiritual or affective states."

 

 

"The invocation was simply, at the time, a plea for the inner forces to be funneled through the instruments of poetry... I was not shooting at them, specifically, but rather at their spirit, their redemptive value, their poetry."

 

The deposit also documents the discovery that the heteronym Rebekah Cranes originated in this early work—Ichabod's "crane" image migrating to become Rebekah's surname, revealing that the later heteronymic architecture was already present in embryonic form.
description: IsPartOf: The Crimson Hexagon / New Human Operating System

References: Pearl and Other Poems (2014)

References: Epistle to the Human Diaspora (2015)

IsSupplementedBy: Semantic Economy framework publications (2026)
DOI: 10.18150/2bhbna
title: Badanie defektów powierzchniowych typu „pin-hole” w szkliwach ceramicznych

description: Zbiór zawiera wyniki badań związanych z realizacją projektu Miniatura 8 pt. „Badanie defektów powierzchniowych typu „pin-hole” w szkliwach ceramicznych”.Celem projektu było przeprowadzenie wstępnych badań pozwalających na lepsze zrozumienie mechanizmu powstawania zjawiska typu typu „pin-hole” w szkliwach ceramicznych. Ze względu na wstępny charakter prac, w niniejszym projekcie skupiono się na zbadaniu wpływu uziarnienia szkliwa na mechanizm powstawania i charakterystykę defektów typu pin-hole. Główny nacisk położono na zbadanie zjawisk zachodzących w procesie wypalania oraz charakterystykę powstającego defektu w zależności od zastosowanego uziarnienia szkliwa. Badaniom poddano szkliwo, podłoże oraz szkliwione podłoża ceramiczne po procesie wypalania. Dla przygotowanych kształtek wykonano badania grubości i chropowatości szkliwa, ilości powstających defektów w postaci otworów po procesie wypalania. Wykonano badania składu chemicznego i morfologii szkliwa w miejscu powstawania defektów (SEM/EDS) oraz analizę składu fazowego szkliwa i podłoża (XRD).Przeprowadzone wyniki badań wykazały, że uziarnienie szkliwa nie wpływa bezpośrednio na mechanizm powstawania defektów powierzchniowych typu „pin-hole”, natomiast może mieć wpływ na ilość oraz rozmiar powstających defektów w warstwie szkliwa. Oznacza to, że istnieje możliwość częściowego kontrolowania tego zjawiska poprzez zastosowanie odpowiedniego uziarnienia szkliwa.Bardziej szczegółowy opis plików zawartych w niniejszym zbiorze znajduje się w plikach "readme".
DOI: 10.17172/nomad/2026.01.08-4
title: NOMAD dataset: CGT
DOI: 10.15468/dl.bu82v9
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodium oojeinense"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082146-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.n9bnsh
title: WSP_GBIF_Collector_Test

description: Generated from API search results. Project Test - Test
DOI: 10.3886/e242707
title: DQS Infant, neonatal, and postneonatal mortality rates, by detailed race and Hispanic origin of mother: United States

description: Data on infant, neonatal, and postneonatal mortality rates in the United States, by detailed race and Hispanic origin of mother. Data are from Health, United States. Source: National Center for Health Statistics, National Vital Statistics System, Linked Birth/Infant Death Data Set.
Search, visualize, and download these and other estimates from a wide range of health topics with the NCHS Data Query System (DQS), available from: https://www.cdc.gov/nchs/dataquery/index.htm.
Read less
description: (Downloaded 1/7/2026)
DOI: 10.3886/e242707v1
title: DQS Infant, neonatal, and postneonatal mortality rates, by detailed race and Hispanic origin of mother: United States

description: Data on infant, neonatal, and postneonatal mortality rates in the United States, by detailed race and Hispanic origin of mother. Data are from Health, United States. Source: National Center for Health Statistics, National Vital Statistics System, Linked Birth/Infant Death Data Set.
Search, visualize, and download these and other estimates from a wide range of health topics with the NCHS Data Query System (DQS), available from: https://www.cdc.gov/nchs/dataquery/index.htm.
Read less
description: (Downloaded 1/7/2026)
DOI: 10.15468/dl.vmp7sb
title: Occurrence Download

description: A dataset containing 1885 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cethosia cydippe"
 ]
}

 The dataset includes 1885 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082147-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjhbj5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.59710699999999 24.552748, 71.519908 24.547171, 71.44462900000001 24.530579, 71.373142 24.503384, 71.307222 24.466262, 71.248501 24.420136, 71.19842800000001 24.366151, 71.158231 24.305644, 71.12889300000001 24.240114, 71.11112 24.171179, 71.105332 24.100543, 71.11165200000001 24.029944, 71.12990600000001 23.96112, 71.159626 23.895762, 71.200067 23.835472, 71.250225 23.781726, 71.308862 23.735841, 71.374537 23.698936, 71.44564200000001 23.671913, 71.52043999999999 23.655432, 71.59710699999999 23.649893, 71.67377500000001 23.655432, 71.74857299999999 23.671913, 71.819678 23.698936, 71.88535299999999 23.735841, 71.94399 23.781726, 71.994148 23.835472, 72.034589 23.895762, 72.06430899999999 23.96112, 72.08256299999999 24.029944, 72.088883 24.100543, 72.083095 24.171179, 72.06532199999999 24.240114, 72.035983 24.305644, 71.99578700000001 24.366151, 71.945714 24.420136, 71.886993 24.466262, 71.821073 24.503384, 71.74958599999999 24.530579, 71.674307 24.547171, 71.59710699999999 24.552748))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082148-251120083545085/datasets/export for details.
DOI: 10.15468/dl.xmhur4
title: Occurrence Download

description: A dataset containing 1321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sardinella aurita",
 "Year 2000-2026"
 ]
}

 The dataset includes 1321 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082149-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrbtdf
title: Occurrence Download

description: A dataset containing 13492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sardinops sagax",
 "Year 2000-2026"
 ]
}

 The dataset includes 13492 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082150-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.