cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/56ch-rb5y
title: Measurement of Potassium at Melpitz

description: Measurement of Potassium at Melpitz
DOI: 10.48597/57z8-9sh4
title: Measurement of Sulphate_total at Melpitz

description: Measurement of Sulphate_total at Melpitz
DOI: 10.48597/5emb-j3cp
title: Measurement of Cis-2-butene at Neuglobsow

description: Measurement of Cis-2-butene at Neuglobsow
DOI: 10.48597/5f59-hhac
title: Measurement of N-butane at Zingst

description: Measurement of N-butane at Zingst
DOI: 10.48597/5f5d-vkhh
title: Measurement of Ethyne at Schmücke

description: Measurement of Ethyne at Schmücke
DOI: 10.48597/5u3p-2662
title: Measurement of Propene at Zingst

description: Measurement of Propene at Zingst
DOI: 10.48597/6t35-q4cz
title: Measurement of Trans-2-butene at Schauinsland

description: Measurement of Trans-2-butene at Schauinsland
DOI: 10.48597/6x36-et76
title: Measurement of Ethene at Neuglobsow

description: Measurement of Ethene at Neuglobsow
DOI: 10.48597/6xax-s4qf
title: Measurement of Propene at Schmücke

description: Measurement of Propene at Schmücke
DOI: 10.48597/7gtf-rrr5
title: Measurement of Ethyne at Neuglobsow

description: Measurement of Ethyne at Neuglobsow
DOI: 10.48597/7yfk-67tf
title: Measurement of Trans-2-butene at Schmücke

description: Measurement of Trans-2-butene at Schmücke
DOI: 10.48597/8bgy-5sse
title: Measurement of Chloride at Melpitz

description: Measurement of Chloride at Melpitz
DOI: 10.48597/8es9-6udq
title: Measurement of N-butane at Schmücke

description: Measurement of N-butane at Schmücke
DOI: 10.48597/8k7d-773s
title: Measurement of Nickel at Iskrba

description: Measurement of Nickel at Iskrba
DOI: 10.48597/92sj-aydy
title: Measurement of Cis-2-pentene at Neuglobsow

description: Measurement of Cis-2-pentene at Neuglobsow
DOI: 10.48597/92wa-3bqg
title: Measurement of Magnesium at Melpitz

description: Measurement of Magnesium at Melpitz
DOI: 10.48597/93vt-p9wq
title: Measurement of Nitrate at Melpitz

description: Measurement of Nitrate at Melpitz
DOI: 10.48597/9zzr-vhat
title: Measurement of 1-butene at Zingst

description: Measurement of 1-butene at Zingst
DOI: 10.48597/a6ky-wcjd
title: Measurement of Ammonium at Melpitz

description: Measurement of Ammonium at Melpitz
DOI: 10.48597/aefh-fv7e
title: Measurement of O-xylene at Schmücke

description: Measurement of O-xylene at Schmücke
DOI: 10.48597/b2ee-equ4
title: Measurement of Calcium at Melpitz

description: Measurement of Calcium at Melpitz
DOI: 10.48597/bcyj-phhc
title: Measurement of Chloride at Melpitz

description: Measurement of Chloride at Melpitz
DOI: 10.48597/bss5-whrm
title: Measurement of Chloride at Melpitz

description: Measurement of Chloride at Melpitz
DOI: 10.48597/c6eg-nyxt
title: Measurement of Calcium at Iskrba

description: Measurement of Calcium at Iskrba
DOI: 10.48597/cxda-fepe
title: Measurement of Sodium at Melpitz

description: Measurement of Sodium at Melpitz
DOI: 10.48597/d5xp-vrct
title: Measurement of Pentenes at Schmücke

description: Measurement of Pentenes at Schmücke
DOI: 10.48597/d6wj-mhcj
title: Measurement of 2-methylpentane at Zingst

description: Measurement of 2-methylpentane at Zingst
DOI: 10.48597/d78j-eyyr
title: Measurement of 2-methylpentane at Neuglobsow

description: Measurement of 2-methylpentane at Neuglobsow
DOI: 10.48597/devf-mcgn
title: Measurement of N-hexane at Schmücke

description: Measurement of N-hexane at Schmücke
DOI: 10.48597/dgxm-q9g7
title: Measurement of M-p-xylene at Neuglobsow

description: Measurement of M-p-xylene at Neuglobsow
DOI: 10.48597/dttp-ua98
title: Measurement of O-xylene at Neuglobsow

description: Measurement of O-xylene at Neuglobsow
DOI: 10.48597/e3gz-mtwn
title: Measurement of 1-3-butadiene at Zingst

description: Measurement of 1-3-butadiene at Zingst
DOI: 10.48597/e3th-5b9x
title: Measurement of Trans-2-butene at Neuglobsow

description: Measurement of Trans-2-butene at Neuglobsow
DOI: 10.48597/e4xc-hw9t
title: Measurement of 2-methylpropane at Neuglobsow

description: Measurement of 2-methylpropane at Neuglobsow
DOI: 10.48597/e594-43fq
title: Measurement of Benzene at Zingst

description: Measurement of Benzene at Zingst
DOI: 10.48597/e5ex-pqvb
title: Measurement of Ethane at Schmücke

description: Measurement of Ethane at Schmücke
DOI: 10.48597/emje-79cz
title: Measurement of Toluene at Zingst

description: Measurement of Toluene at Zingst
DOI: 10.48597/eqkr-x233
title: Measurement of Cis-2-butene at Zingst

description: Measurement of Cis-2-butene at Zingst
DOI: 10.48597/euxf-2e59
title: Measurement of Arsenic at Iskrba

description: Measurement of Arsenic at Iskrba
DOI: 10.48597/fqgj-aqyq
title: Measurement of Chloride at Iskrba

description: Measurement of Chloride at Iskrba
DOI: 10.48597/g2mm-kq9m
title: Measurement of Inorganics in precipitation at Kevo

description: Measurement of Inorganics in precipitation at Kevo
DOI: 10.48597/g933-zu4r
title: Measurement of N-pentane at Schmücke

description: Measurement of N-pentane at Schmücke
DOI: 10.48597/gyvh-2enc
title: Measurement of Ethene at Zingst

description: Measurement of Ethene at Zingst
DOI: 10.48597/hbze-g7ze
title: Measurement of M-p-xylene at Zingst

description: Measurement of M-p-xylene at Zingst
DOI: 10.48597/hc8h-3dpv
title: Measurement of Benzene at Neuglobsow

description: Measurement of Benzene at Neuglobsow
DOI: 10.48597/hwj4-kfte
title: Measurement of Cis-2-butene at Schmücke

description: Measurement of Cis-2-butene at Schmücke
DOI: 10.48597/jx4z-ptfm
title: Measurement of Potassium at Melpitz

description: Measurement of Potassium at Melpitz
DOI: 10.48597/k2p8-y96j
title: Measurement of Sodium at Melpitz

description: Measurement of Sodium at Melpitz
DOI: 10.48597/ma38-gqt9
title: Measurement of 1-butene at Schmücke

description: Measurement of 1-butene at Schmücke
DOI: 10.48597/mqnc-23v6
title: Measurement of Pentenes at Zingst

description: Measurement of Pentenes at Zingst
DOI: 10.6084/m9.figshare.25360612
title: Appendix_1_SOI in AF sector.xlsx

description: This database comprises sustainable open innovation cases in the agri-food sector, aimed at describing the extent of available data and identifying significant patterns in sustainable open innovation.
DOI: 10.48597/ms22-7gs4
title: Measurement of Trans-2-butene at Zingst

description: Measurement of Trans-2-butene at Zingst
DOI: 10.48597/mt6f-vbhh
title: Measurement of Propene at Neuglobsow

description: Measurement of Propene at Neuglobsow
DOI: 10.48597/mum6-njqu
title: Measurement of 2-methylpropane at Zingst

description: Measurement of 2-methylpropane at Zingst
DOI: 10.6084/m9.figshare.25360612.v1
title: Appendix_1_SOI in AF sector.xlsx

description: This database comprises sustainable open innovation cases in the agri-food sector, aimed at describing the extent of available data and identifying significant patterns in sustainable open innovation.
DOI: 10.48597/n3pu-7asg
title: Measurement of 1-3-butadiene at Neuglobsow

description: Measurement of 1-3-butadiene at Neuglobsow
DOI: 10.48597/n5jp-jctn
title: Measurement of Ammonium at Melpitz

description: Measurement of Ammonium at Melpitz
DOI: 10.48597/nnaz-byqe
title: Measurement of O-xylene at Schauinsland

description: Measurement of O-xylene at Schauinsland
DOI: 10.48597/ntdg-2fb8
title: Measurement of N-heptane at Schmücke

description: Measurement of N-heptane at Schmücke
DOI: 10.48597/nw9m-xz33
title: Measurement of Calcium at Melpitz

description: Measurement of Calcium at Melpitz
DOI: 10.48597/p6de-xbu6
title: Measurement of 2-methylpentane at Schmücke

description: Measurement of 2-methylpentane at Schmücke
DOI: 10.48597/q4xz-wyv8
title: Measurement of N-heptane at Neuglobsow

description: Measurement of N-heptane at Neuglobsow
DOI: 10.48597/q5d3-nnqk
title: Measurement of Pentenes at Neuglobsow

description: Measurement of Pentenes at Neuglobsow
DOI: 10.48597/qydq-7xtj
title: Measurement of Toluene at Schauinsland

description: Measurement of Toluene at Schauinsland
DOI: 10.48597/rgnj-xc9c
title: Measurement of Ethane at Neuglobsow

description: Measurement of Ethane at Neuglobsow
DOI: 10.48597/sdtm-ydq2
title: Measurement of 1-3-butadiene at Schmücke

description: Measurement of 1-3-butadiene at Schmücke
DOI: 10.48597/svkf-rg8c
title: Measurement of 2-methylpropane at Schmücke

description: Measurement of 2-methylpropane at Schmücke
DOI: 10.48597/syeu-rr7d
title: Measurement of Propene at Schauinsland

description: Measurement of Propene at Schauinsland
DOI: 10.48597/syf9-frpv
title: Measurement of Toluene at Schmücke

description: Measurement of Toluene at Schmücke
DOI: 10.48597/tg55-bd3x
title: Measurement of Sulphate_total at Iskrba

description: Measurement of Sulphate_total at Iskrba
DOI: 10.48597/trsf-p6ge
title: Measurement of 2-methylpentane at Schmücke

description: Measurement of 2-methylpentane at Schmücke
DOI: 10.48597/tujq-2j5e
title: Measurement of Cis-2-pentene at Zingst

description: Measurement of Cis-2-pentene at Zingst
DOI: 10.48597/uebv-4jhw
title: Measurement of Sodium at Melpitz

description: Measurement of Sodium at Melpitz
DOI: 10.48597/uk8f-h5d3
title: Measurement of Nitrate at Melpitz

description: Measurement of Nitrate at Melpitz
DOI: 10.48597/umgv-g449
title: Measurement of Cis-2-butene at Neuglobsow

description: Measurement of Cis-2-butene at Neuglobsow
DOI: 10.48597/uvf4-bq9h
title: Measurement of Nitrate at Iskrba

description: Measurement of Nitrate at Iskrba
DOI: 10.48597/vv26-drah
title: Measurement of Magnesium at Melpitz

description: Measurement of Magnesium at Melpitz
DOI: 10.48597/vze2-jzra
title: Measurement of Cis-2-pentene at Schmücke

description: Measurement of Cis-2-pentene at Schmücke
DOI: 10.48597/wunx-5zcy
title: Measurement of Ethane at Zingst

description: Measurement of Ethane at Zingst
DOI: 10.48597/wyw4-zaxe
title: Measurement of M-p-xylene at Zingst

description: Measurement of M-p-xylene at Zingst
DOI: 10.48597/xafz-vd52
title: Measurement of O-xylene at Zingst

description: Measurement of O-xylene at Zingst
DOI: 10.48597/xx79-swzt
title: Measurement of Lead at Iskrba

description: Measurement of Lead at Iskrba
DOI: 10.48597/y2dj-d65q
title: Measurement of Propene at Schmücke

description: Measurement of Propene at Schmücke
DOI: 10.48597/y73u-4gza
title: Measurement of Sulphate_total at Melpitz

description: Measurement of Sulphate_total at Melpitz
DOI: 10.48597/yecs-8d4z
title: Measurement of N-hexane at Neuglobsow

description: Measurement of N-hexane at Neuglobsow
DOI: 10.48597/yjgc-xu7e
title: Measurement of Toluene at Neuglobsow

description: Measurement of Toluene at Neuglobsow
DOI: 10.48597/yksy-ubqh
title: Measurement of Magnesium at Melpitz

description: Measurement of Magnesium at Melpitz
DOI: 10.48597/ymjv-8ujv
title: Measurement of N-hexane at Neuglobsow

description: Measurement of N-hexane at Neuglobsow
DOI: 10.48597/yzme-qh4t
title: Measurement of Ethyne at Zingst

description: Measurement of Ethyne at Zingst
DOI: 10.48597/zkux-rcnf
title: Measurement of N-hexane at Zingst

description: Measurement of N-hexane at Zingst
DOI: 10.48597/ztcc-3v48
title: Measurement of Benzene at Schmücke

description: Measurement of Benzene at Schmücke
DOI: 10.48597/2fym-zxxj
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/32jc-3aam
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/35ez-pa23
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/37m5-seju
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/3e9k-krkb
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/5ewz-5ya8
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/5gn5-qsep
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/5gsw-jtf4
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/5j6y-n9qk
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/5xdp-gu32
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/5xhb-ghvx
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/64m5-7sg3
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/6x7e-mfhh
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/6yy4-qcyp
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/85un-cq8q
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/94vq-9hpn
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/ahmr-nw7u
title: Measurement of Aerosol_absorption_coefficient at Gosan

description: Measurement of Aerosol_absorption_coefficient at Gosan
DOI: 10.48597/bn6k-h6sj
title: Measurement of Aerosol light scattering at Gosan

description: Measurement of Aerosol light scattering at Gosan
DOI: 10.48597/bnn2-kear
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/camx-fpe6
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/dhvn-bhck
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/e8cm-ks7z
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/etre-qm88
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/fhuh-e674
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/fkvt-r72f
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/gg2e-8dnv
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/gkyg-auhk
title: Measurement of Sulphur_dioxide at Giordan Lighthouse

description: Measurement of Sulphur_dioxide at Giordan Lighthouse
DOI: 10.48597/h2nx-bx2u
title: Measurement of Sulphur_dioxide at Hohenpeissenberg

description: Measurement of Sulphur_dioxide at Hohenpeissenberg
DOI: 10.48597/h6ct-28eh
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/hap9-yvuv
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/jbpp-287r
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/kf5b-x94f
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/mak9-fq45
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/mp8x-5urp
title: Measurement of Aerosol_absorption_coefficient at Granada

description: Measurement of Aerosol_absorption_coefficient at Granada
DOI: 10.48597/mpv7-f3q3
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/n4zq-wmze
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/pe26-r333
title: Measurement of Aerosol_absorption_coefficient at Ispra

description: Measurement of Aerosol_absorption_coefficient at Ispra
DOI: 10.48597/ppe4-ucmj
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/rbxd-6x5h
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/rcsv-kqk4
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/rd52-r96e
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.48597/rkg7-85kc
title: Measurement of Aerosol_light_scattering_coefficient at Barrow

description: Measurement of Aerosol_light_scattering_coefficient at Barrow
DOI: 10.15468/dl.fkvq3d
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rehmannia glutinosa (Gaertn.) Libosch. ex Fisch. & C.A.Mey."
 ]
}

 The dataset includes 1118 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022729-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuxnh5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dissulfurispira thermophila"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022730-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4avgqt
title: Occurrence Download

description: A dataset containing 2889404 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipistrellus pipistrellus (Schreber, 1774)"
 ]
}

 The dataset includes 2889404 records from 5223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015100-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jktymj
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032481-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13c4ynn
title: Paleolimnological Analysis of Cyanobacteria and Carbon in Sediment Cores from Moreau and Brant Lakes, Adirondack Region, New York, September 2022

description: This U.S. Geological Survey (USGS) data release contains results of a paleolimnological analysis of cyanobacteria occurrence in Moreau and Brant Lake in the Adirondack Region of New York based on a single sediment core collected in each lake in September, 2022. The data types include 1) lake sediment core data for lead-210 age dating, 2) akinete classification and enumeration data, 3) percent Carbon and percent Nitrogen data, 4) qPCR data for general cyanobacteria 16S and species-specific 16S genes (Dolichospermum, Microcystis, Planktothrix, and Gloeotrichia), 5) algal pigment data, 6) fluorescence characteristics of Water Extractable Organic Matter and stable isotopes. All data are reported as raw calculated values and are not rounded to USGS significant figures.
DOI: 10.6084/m9.figshare.29374424
title: Supplementary files for "A Guided Assistant for Building Machine Learning Models in Analytical Workflows"

description: <br>app.py: Source code for the chatbot using the original system prompt (as demonstrated in the two case studies)app_revised.py: Source code for the chatbot using the revised system prompt (incorporating enhancements from peer review)test case 1.txt: Full conversation history for Test Case I (LFIA classification)test case 2.txt: Full conversation history for Test Case II (LC-MS retention time regression)revised_chat_history.txt: Test conversation illustrating new behaviors introduced by the revised system prompttest case 1.py: Python script generated during Test Case I session for LFIA classificationtest case 2.py: Python script generated during Test Case II session for retention-time regression<br>
DOI: 10.6084/m9.figshare.29374424.v3
title: Supplementary files for "A Guided Assistant for Building Machine Learning Models in Analytical Workflows"

description: <br>app.py: Source code for the chatbot using the original system prompt (as demonstrated in the two case studies)app_revised.py: Source code for the chatbot using the revised system prompt (incorporating enhancements from peer review)test case 1.txt: Full conversation history for Test Case I (LFIA classification)test case 2.txt: Full conversation history for Test Case II (LC-MS retention time regression)revised_chat_history.txt: Test conversation illustrating new behaviors introduced by the revised system prompttest case 1.py: Python script generated during Test Case I session for LFIA classificationtest case 2.py: Python script generated during Test Case II session for retention-time regression<br>
DOI: 10.6084/m9.figshare.29374424.v2
title: Supplementary files for "A Guided Assistant for Building Machine Learning Models in Analytical Workflows"

description: app.py: Source code for the chatbottest case 1.txt: Full conversation history for Test Case Itest case 2.txt: Full conversation history for Test Case II <br><br>
DOI: 10.15468/dl.3hm6kg
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032480-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rv533
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032482-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.