cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17227398
title: Prompting Without Principles: Replication Package

description: # Prompting Without Principles: Are Students Transferring Software Engineering Knowledge to LLM Use?

Generative AI (GenAI), particularly large language models (LLMs), are increasingly employed to assist software engineering activities. However, little attention has been paid to understanding how early career developers interact with these tools, especially software engineers with few years of experience but have learned software engineering discipline in the classroom, such as Master of Software Engineering Students. To investigate whether and how early career software engineers in masters classrooms transfer software engineering principles to their use of LLMs, we conducted a controlled study involving graduate students enrolled in a software engineering course titled Software Refactoring, offered in Fall 2024 as part of a top-tier Master of Software Engineering program. Our findings indicate that while students recognized the potential of use of LLMs, particularly its ability to accelerate certain tasks and scale, they often failed to apply disciplined software engineering practices when relying on the LLM. Our findings provide insights into the nature of software engineers' skills educators need to continuously reinforce as well as those new ones that need to be integrated when interacting with this new class of automated tools empowered by GenAI.

## We share replication artifacts of our experiments which include the following

- Assignment text for ad-hoc experiment - "Manual Refactoring.docx"- Assignment text for automated experiment - "Automated Refactoring.docx"- Survey for ad-hoc experiment - "Traditional tools approach_Survey.csv"- Survey for automated experiment - "LLM Approach_Survey.csv"- Student prompts  - Vysper - "vsyper-prompts-rep.xlsm"  - Ari-toolkit - "ari-toolkit-prompts-rep.xlsm"- Prompt correctness analysis - "Quantitative Analysis - Manual versus Automated.xlsx"
DOI: 10.15468/dl.7uxprn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelges viridis",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046517-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgrqnc
title: Occurrence Download

description: A dataset containing 16903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 0,-30 0,-30 30,-60 30,-60 0))"
 ]
}

 The dataset includes 16903 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046518-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kvyfz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium vinyasianum)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046519-250920141307145/datasets/export for details.
DOI: 10.26023/t1x5-z4ef-4z02
title: DYNAMO: CMORPH Daily Precipitation Data. Version 1.0

description: This data set contains 0.25 degree resolution daily global CMORPH precipitation data during DYNAMO (August 2011 through March 2012). CMORPH is the CPC Morphing technique which derives precipitation estimates from low orbiter satellite microwave observations. The data are in binary format and were provided by NOAA/CPC.
DOI: 10.5281/zenodo.17266308
title: Most recent versions of datasets created by the USPTO Office of the Chief Economist

description: This archive preserves the most recent versions of datasets created by the USPTO Office of the Chief Economist, which at the time of this posting were also available at www.uspto.gov/ip-policy/economic-research/research-datasets. Only the most recent versions were archived. each file is named after the dataset type, with the year of most recent update. Most files contain multiple subfiles once extracted.
DOI: 10.15468/dl.k8cruw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anuraphis subterranea",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046520-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uuuwv
title: Occurrence Download

description: A dataset containing 70302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 30,150 30,150 60,120 60,120 30))"
 ]
}

 The dataset includes 70302 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046500-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkpmvm
title: Occurrence Download

description: A dataset containing 4898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 0,0 0,0 30,-30 30,-30 0))"
 ]
}

 The dataset includes 4898 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046521-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/gmz1-dy98-9312
title: DYNAMO: Global GTS Ship and Buoy Observation Data. Version 1.0

description: This data set contains global GTS observations from ships and buoys. The data are in the ASCII ship weather report format (BBXX). The data are in hourly data files during the DYNAMO period. These data were collected by NCAR/EOL and are provided as is, no quality control has been conducted.
DOI: 10.15468/dl.yrnr57
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046522-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge9fjv
title: Occurrence Download

description: A dataset containing 38137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 0,30 0,30 30,0 30,0 0))"
 ]
}

 The dataset includes 38137 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046523-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd88a4
title: Occurrence Download

description: A dataset containing 28588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,60 0,60 30,30 30,30 0))"
 ]
}

 The dataset includes 28588 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046524-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/da35-zje7-m411
title: DYNAMO: Global GTS Surface Synoptic Observations. Version 1.0

description: This data set contains up to 3-hourly resolution global surface synoptic observations. The data are in the GTS SYNOP format. The data are in hourly files during the DYNAMO period. These data were collected by NCAR/EOL and are provided as is, no quality control has been conducted.
DOI: 10.15468/dl.urz49a
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046526-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwrq8g
title: Occurrence Download

description: A dataset containing 2864 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Shark Spotters shark tracking"
 ]
}

 The dataset includes 2864 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046525-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfur5p
title: Occurrence Download

description: A dataset containing 4391 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Shark Bay Survey"
 ]
}

 The dataset includes 4391 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046528-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dyawp
title: Occurrence Download

description: A dataset containing 19027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 0,90 0,90 30,60 30,60 0))"
 ]
}

 The dataset includes 19027 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046527-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9a5st
title: Occurrence Download

description: A dataset containing 16122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 0,120 0,120 30,90 30,90 0))"
 ]
}

 The dataset includes 16122 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046529-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/fd5v-hbdz-9g01
title: DYNAMO: Global GTS Surface Hourly METAR Observations. Version 1.0

description: Global METAR weather observations in the GTS METAR format. Observations are typically hourly with special observations as required. These data were collected by NCAR/EOL and are provided as is, no quality control has been conducted.
DOI: 10.15468/dl.e4xwmp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Morlockia ondinae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046530-250920141307145/datasets/export for details.
DOI: 10.15468/dl.jz27q4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pemphigus borealis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yzekh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pemphigus borealis",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046531-250920141307145/datasets/export for details.
DOI: 10.15468/dl.v3zf2z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pemphigus borealis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046532-250920141307145/datasets/export for details.
DOI: 10.15468/dl.jhae39
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 0,180 0,180 30,150 30,150 0))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046535-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/ccwd-e596-zd0c
title: DYNAMO: Meteosat-7 Visible (Channel 1) Data in AREA Format. Version 1.0

description: This data set contains 2.5 km resolution Meteosat-7 visible (channel 1) satellite data over the DYNAMO region. Data are available at 30 minute intervals and are in the McIDAS AREA file format.
DOI: 10.15468/dl.8bgpj6
title: Occurrence Download

description: A dataset containing 200600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 0,-60 0,-60 30,-90 30,-90 0))"
 ]
}

 The dataset includes 200600 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046516-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yg28x
title: Occurrence Download

description: A dataset containing 4735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nasua nasua)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4735 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046536-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3defu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pemphigus spyrothecae",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046538-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47emrz
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -30,-150 -30,-150 0,-180 0,-180 -30))"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046537-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn5au6
title: Occurrence Download

description: A dataset containing 7432 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is OTN NS Blue Shark Tracking"
 ]
}

 The dataset includes 7432 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046539-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/h55y-612c-d40v
title: DYNAMO: Meteosat-7 Visible (Channel 1) Calibrated Data in NetCDF Format. Version 1.0

description: This data set contains 2.5 km resolution Meteosat-7 visible (channel 1) satellite data over the DYNAMO region. Data are available at 30 minute intervals and are in the NetCDF file format. These data are the calibrated brightness values.
DOI: 10.15468/dl.acdzyw
title: Occurrence Download

description: A dataset containing 20501 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is McGill University Herbarium Database"
 ]
}

 The dataset includes 20501 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046541-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsrxka
title: Occurrence Download

description: A dataset containing 2687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Natrix astreptophora)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2687 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg6mke
title: Occurrence Download

description: A dataset containing 10411 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ponta do Ouro zambezi shark tracking"
 ]
}

 The dataset includes 10411 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9gvtw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 -30,-120 -30,-120 0,-150 0,-150 -30))"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046543-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw2tax
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artiodactyla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -30,-90 -30,-90 0,-120 0,-120 -30))"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046545-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhu9wg
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "DatasetKey is The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)",
 "TaxonKey is Heliotropiaceae"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tauytk
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-46.41585 -20.88665,-33.13939 -20.88665,-33.13939 1.67765,-46.41585 1.67765,-46.41585 -20.88665))",
 "TaxonKey is one of (Callinectes sapidus, Callinectes sapidus acutidens)"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046547-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.