cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.26812.v1/t3
title: "Table 3" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t4
title: "Table 4" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t5
title: "Table 5" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t6
title: "Table 6" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t10
title: "Table 10" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t7
title: "Table 7" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t8
title: "Table 8" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26812.v1/t9
title: "Table 9" of "Polarization in pi--p Scattering between 500 and 940 Mev"

description: No description provided.
description: THE FOLLOWING COMMENTS ARE TAKEN FROM THE PI N COMPILATION OF R.L. KELLY. THEY ARE THAT COMPILATION& apos;S COMPLETE SET OF COMMENTS FOR PAPERS RELATED TO THE SAME EXPERIMENT (DESIGNATED BEALL62) AS THE CURRENT PAPER. (THE IDENTIFIER PRECEDING THE REFERENCE AND COMMENT FOR EACH PAPER IS FOR CROSS-REFERENCING WITHIN THESE COMMENTS ONLY AND DOES NOT NECESSARILY AGREE WITH THE SHORT CODE USED ELSEWHERE IN THE PRESENT COMPILATION.) /// BEALL62 [E. F. BEALL,PR 126,1554(1962)] -- 13 DATA POINTS ON PI- P POL AT 10 ENERGIES BETWEEN 624 AND 1070 MEV/C. DONE AT BEVATRON ON CH2 TARGET WITH SECOND SCATTERING OF RECOIL PROTON OBSERVED IN GRAPHITE-PLATE OPTICAL SPARK CHAMBER. ANGULAR RESOLUTION WAS ABOUT +/- 7 DEG IN CM SYSTEM. /// COMMENTS ON MODIFICATIONS TO LOVELACE71 COMPILATION BY KELLY -- DATA POINT AT 1000 MEV/C MISSING FROM LOVELACE71.
DOI: 10.17182/hepdata.26815.v1/t1
title: "Table 1" of "Experimental Study of the Magnetic Structure of the Neutron"

description: No description provided.
description: EXPERIMENTAL STUDY OF THE MAGNETIC STRUCTURE OF THE NEUTRON.
DOI: 10.17182/hepdata.26815.v1/t2
title: "Table 2" of "Experimental Study of the Magnetic Structure of the Neutron"

description: No description provided.
description: EXPERIMENTAL STUDY OF THE MAGNETIC STRUCTURE OF THE NEUTRON.
DOI: 10.17182/hepdata.26815.v1/t3
title: "Table 3" of "Experimental Study of the Magnetic Structure of the Neutron"

description: No description provided.
description: EXPERIMENTAL STUDY OF THE MAGNETIC STRUCTURE OF THE NEUTRON.
DOI: 10.17182/hepdata.26815.v1/t4
title: "Table 4" of "Experimental Study of the Magnetic Structure of the Neutron"

description: No description provided.
description: EXPERIMENTAL STUDY OF THE MAGNETIC STRUCTURE OF THE NEUTRON.
DOI: 10.17182/hepdata.26815.v1/t5
title: "Table 5" of "Experimental Study of the Magnetic Structure of the Neutron"

description: No description provided.
description: EXPERIMENTAL STUDY OF THE MAGNETIC STRUCTURE OF THE NEUTRON.
DOI: 10.15468/dl.kersku
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Cabo Verde",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010165-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9w2me
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyptidendron vepretorum"
 ]
}

 The dataset includes 74 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010166-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29290199
title: Supplementary Material for: Patient and Physician Preferences for Add-on Systemic Therapy to Transarterial Chemoembolization for Hepatocellular Carcinoma in Japan: A Discrete Choice Experiment

description: Introduction: Transarterial chemoembolization (TACE) is the primary treatment for intermediate-stage hepatocellular carcinoma (HCC). Synergistic effects are expected by adding recently developed systemic therapies onto TACE. We investigated patient and physician preferences for this treatment approach.
Methods: Preferences of patients with HCC who underwent TACE and physicians treating HCC were assessed using a discrete choice experiment. Eighteen hypothetical treatment profiles were set based on seven attributes, including survival outcomes, treatment burden, and side effects, with two or three levels. A mixed-logit model estimated the preference weights for each attribute level.
Results: The 85 HCC patients surveyed had a median age of 69 (interquartile range 59–75) years. Most were male (84.7% [72/85]). Most physicians (70.4% [69/98]) were ≥40 years old, and 93.9% (92/98) were male. Both patients and physicians showed the largest positive preferences for 5-year overall survival (OS) (preference weight [95% confidence interval {CI}] 3.41 [2.85, 3.97] and 4.84 [3.90, 5.79], p &lt; 0.001, respectively), relative to 2-year OS. Following this, patients preferred minimizing the risk of fatigue with negative preferences (95% CI) for a 50% risk relative to a 10% risk (−0.84 [−1.24, −0.43], p &lt; 0.001), and physicians preferred extended time to progression (TTP) from 6 months to 2 years (1.39 [0.82, 1.95], p &lt; 0.001). Physicians, but not patients, exhibited a significant negative preference (95% CI) for a 40% increase in the risk of immune-related side effects (−1.03 [−1.67, −0.39], p = 0.002, and −0.41 [−0.84, 0.02], p = 0.063, respectively). Preferences varied depending on patient and physician characteristics.
Conclusion: OS was the most important factor for both patients and physicians in TACE-based treatment for HCC, with fatigue the second largest preference factor for patients and TTP for physicians. Understandings of immune-related side effects seemed to vary among participants. These findings enhance patient-physician communication and shared decision-making.
DOI: 10.6084/m9.figshare.29290199.v1
title: Supplementary Material for: Patient and Physician Preferences for Add-on Systemic Therapy to Transarterial Chemoembolization for Hepatocellular Carcinoma in Japan: A Discrete Choice Experiment

description: Introduction: Transarterial chemoembolization (TACE) is the primary treatment for intermediate-stage hepatocellular carcinoma (HCC). Synergistic effects are expected by adding recently developed systemic therapies onto TACE. We investigated patient and physician preferences for this treatment approach.
Methods: Preferences of patients with HCC who underwent TACE and physicians treating HCC were assessed using a discrete choice experiment. Eighteen hypothetical treatment profiles were set based on seven attributes, including survival outcomes, treatment burden, and side effects, with two or three levels. A mixed-logit model estimated the preference weights for each attribute level.
Results: The 85 HCC patients surveyed had a median age of 69 (interquartile range 59–75) years. Most were male (84.7% [72/85]). Most physicians (70.4% [69/98]) were ≥40 years old, and 93.9% (92/98) were male. Both patients and physicians showed the largest positive preferences for 5-year overall survival (OS) (preference weight [95% confidence interval {CI}] 3.41 [2.85, 3.97] and 4.84 [3.90, 5.79], p &lt; 0.001, respectively), relative to 2-year OS. Following this, patients preferred minimizing the risk of fatigue with negative preferences (95% CI) for a 50% risk relative to a 10% risk (−0.84 [−1.24, −0.43], p &lt; 0.001), and physicians preferred extended time to progression (TTP) from 6 months to 2 years (1.39 [0.82, 1.95], p &lt; 0.001). Physicians, but not patients, exhibited a significant negative preference (95% CI) for a 40% increase in the risk of immune-related side effects (−1.03 [−1.67, −0.39], p = 0.002, and −0.41 [−0.84, 0.02], p = 0.063, respectively). Preferences varied depending on patient and physician characteristics.
Conclusion: OS was the most important factor for both patients and physicians in TACE-based treatment for HCC, with fatigue the second largest preference factor for patients and TTP for physicians. Understandings of immune-related side effects seemed to vary among participants. These findings enhance patient-physician communication and shared decision-making.
DOI: 10.6084/m9.figshare.29290199.v2
title: Supplementary Material for: Patient and Physician Preferences for Add-on Systemic Therapy to Transarterial Chemoembolization for Hepatocellular Carcinoma in Japan: A Discrete Choice Experiment

description: Introduction: Transarterial chemoembolization (TACE) is the primary treatment for intermediate-stage hepatocellular carcinoma (HCC). Synergistic effects are expected by adding recently developed systemic therapies onto TACE. We investigated patient and physician preferences for this treatment approach.
Methods: Preferences of patients with HCC who underwent TACE and physicians treating HCC were assessed using a discrete choice experiment. Eighteen hypothetical treatment profiles were set based on seven attributes, including survival outcomes, treatment burden, and side effects, with two or three levels. A mixed-logit model estimated the preference weights for each attribute level.
Results: The 85 HCC patients surveyed had a median age of 69 (interquartile range 59–75) years. Most were male (84.7% [72/85]). Most physicians (70.4% [69/98]) were ≥40 years old, and 93.9% (92/98) were male. Both patients and physicians showed the largest positive preferences for 5-year overall survival (OS) (preference weight [95% confidence interval {CI}] 3.41 [2.85, 3.97] and 4.84 [3.90, 5.79], p &lt; 0.001, respectively), relative to 2-year OS. Following this, patients preferred minimizing the risk of fatigue with negative preferences (95% CI) for a 50% risk relative to a 10% risk (−0.84 [−1.24, −0.43], p &lt; 0.001), and physicians preferred extended time to progression (TTP) from 6 months to 2 years (1.39 [0.82, 1.95], p &lt; 0.001). Physicians, but not patients, exhibited a significant negative preference (95% CI) for a 40% increase in the risk of immune-related side effects (−1.03 [−1.67, −0.39], p = 0.002, and −0.41 [−0.84, 0.02], p = 0.063, respectively). Preferences varied depending on patient and physician characteristics.
Conclusion: OS was the most important factor for both patients and physicians in TACE-based treatment for HCC, with fatigue the second largest preference factor for patients and TTP for physicians. Understandings of immune-related side effects seemed to vary among participants. These findings enhance patient-physician communication and shared decision-making.
DOI: 10.15468/dl.q6nmac
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADK0618"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010167-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f54neg
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010169-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkdbg3
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010170-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mr3vf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudorasbora parva",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010171-250711103210423/datasets/export for details.
DOI: 10.15468/dl.n74mwb
title: Occurrence Download

description: A dataset containing 362120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apogonidae"
 ]
}

 The dataset includes 362120 records from 481 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010131-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2fyv2
title: Occurrence Download

description: A dataset containing 1555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hippophae rhamnoides"
 ]
}

 The dataset includes 1555 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010172-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avqskc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemidactylus mabouia",
 "Country is Cabo Verde",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010174-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98956u
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bastardia viscosa"
 ]
}

 The dataset includes 1494 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010173-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4paj3u
title: Occurrence Download

description: A dataset containing 953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "Geometry POLYGON((-7.66277 39.74421,28.66277 39.74421,28.66277 54.25579,-7.66277 54.25579,-7.66277 39.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rana latastei",
 "Year 1970-2020"
 ]
}

 The dataset includes 953 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010175-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9qcuv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Ontario Museum - Ichthyology"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010176-250711103210423/datasets/export for details.
DOI: 10.6084/m9.figshare.29552543.v1
title: ORDerly Transformer Models for chemical tasks

description: Transformer models trained on tasks in organic chemistry on ORDerly benchmark datasets.ORDerly_retro: Retrosynthesis prediction (prediction reactants given a desired product)ORDerly_forward_separated: Forward reaction prediction (predict reaction products given reactants, solvents, and agents), with reactants separated by &gt; from the solvents and agents in the reaction string.ORDerly_forward_mixed: Forward reaction prediction (predict reaction products given reactants, solvents, and agents), with reactants, solvents and agents mixed together in the reaction string.non-uspto-eval: Evaluation of transformer models trained on USPTO data on non-uspto data available in the Open Reaction Database.Full details can be found in our paper: https://chemrxiv.org/engage/chemrxiv/article-details/64ca5d3e4a3f7d0c0d78ca42Neurips workshop paper: https://openreview.net/forum?id=R8FQMsECISCode: https://github.com/sustainable-processes/orderlyThe supplementary datasets used for this work can be found here: https://doi.org/10.6084/m9.figshare.23502372.v3Transformer model architecture is from Molecular Transformer: https://pubs.acs.org/doi/10.1021/acscentsci.9b00576Find the results, models, and checkpoints within MolecularTransformer/experiments. Note that the "wandb" folder was deleted since figshare only allows uploads up to 500 files.Notes:There's a limit of 500 files in figshare, so I deleted the the "docs" and "onmt", and "OpenNMT_py.egg-info" , and "tools" folders from all folders except "ORDerly_retro". I also deleted all wandb-associated files and all checkpoint files.Empty files cannot be uploaded to figshare, so you have to create these yourself, where appropriate (e.g. MolecularTransformer/onmt/tests/__init__.py and non-uspto-eval/MolecularTransformer/experiments/models/ofs_1.pt).Feel free to email me, Daniel Wigh, at dsw46@cam.ac.uk or daniel@reactwise.com or my supervisor Alexei A. Lapkin.