cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/qbp-c1v-t8p
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fjc-n15-vx5
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qvy-j6g-mey
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f72-5fn-brh
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.uzqtxk
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"BRA.13.550_2","matchCase":false},{"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 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006636-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc4wssk
title: CCDC 145879: Experimental Crystal Structure Determination

description: Related Article: V.N.Nemykin, N.Kobayashi, V.Y.Chernii, V.K.Belsky|2001|Eur.J.Inorg.Chem.|2001|733|doi:10.1002/1099-0682(200103)2001:3<733::AID-EJIC733>3.0.CO;2-2
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17120642
title: YOLO11-EMME v2.0: A 10,000-image Eye-Tracking Dataset for Archaeology, Ophthalmology and HCI

description: Data-only rebuild from three YOLO-format ZIPs (YOLO11-IRIS EMME-v2). We provide consolidated CSVs rebuilt directly from the dataset labels, synchronized with the manuscript and the GitHub repository.

We rebuilt data-only tables from two YOLO-format archives (train=8,760; val=2,497; test=770; Total=12,027 images; 75,904 objects). Per-class metrics are intentionally NA, and figures are omitted to avoid confusion; they will be regenerated once validation outputs are available.

Files (this version):- results/results_summary.csv- results/_ALL/dataset_summary.csv- results/_ALL/class_distribution.csv- results/_ALL/bbox_stats.csv- results/_ALL/integrity_checks.csv

What’s in the tables:- results_summary.csv — overall metrics only (fixed in this release):   P = 0.890, R = 0.830, F1 = 0.859, AP@0.5 = 0.995.   Per-class = NA (no prediction artifacts are used in this release).- dataset_summary.csv — per-split counts of images, label files, and objects.- class_distribution.csv — object counts by class (iris, pupil) and split.- bbox_stats.csv — bounding-box geometry (normalized area mean/median, aspect ratio mean, small/medium/large ratios;   thresholds: S < 0.02, M 0.02–0.10, L > 0.10).- integrity_checks.csv — label QC counters (missing_label_files, empty_label_files, malformed_rows, out_of_bounds_boxes).

Release policy (to avoid confusion):- No model predictions, weights, or figures are included in this version. - PR curve and confusion matrices will be added in a later version once validation outputs (e.g., runs/detect/val*/metrics.csv)   or paired predictions with ground truth are available.

Reproducibility:- Baseline settings: seed=42, imgsz=640.- Source: three YOLO-format ZIPs with train/val/test splits under images/ and labels/.- The same tables are available in the linked GitHub repository under results/ (with per-ZIP tables and an _ALL/ aggregate folder).

License:- CC BY 4.0 (same as the project’s public release). Please cite the dataset and the Zenodo DOI.
DOI: 10.5281/zenodo.17331199
title: YOLO11-EMME v2.0: A 10,000-image Eye-Tracking Dataset for Archaeology, Ophthalmology and HCI

description: Data-only rebuild from three YOLO-format ZIPs (YOLO11-IRIS EMME-v2). We provide consolidated CSVs rebuilt directly from the dataset labels, synchronized with the manuscript and the GitHub repository.

We rebuilt data-only tables from two YOLO-format archives (train=8,760; val=2,497; test=770; Total=12,027 images; 75,904 objects). Per-class metrics are intentionally NA, and figures are omitted to avoid confusion; they will be regenerated once validation outputs are available.

Files (this version):- results/results_summary.csv- results/_ALL/dataset_summary.csv- results/_ALL/class_distribution.csv- results/_ALL/bbox_stats.csv- results/_ALL/integrity_checks.csv

What’s in the tables:- results_summary.csv — overall metrics only (fixed in this release):   P = 0.890, R = 0.830, F1 = 0.859, AP@0.5 = 0.995.   Per-class = NA (no prediction artifacts are used in this release).- dataset_summary.csv — per-split counts of images, label files, and objects.- class_distribution.csv — object counts by class (iris, pupil) and split.- bbox_stats.csv — bounding-box geometry (normalized area mean/median, aspect ratio mean, small/medium/large ratios;   thresholds: S < 0.02, M 0.02–0.10, L > 0.10).- integrity_checks.csv — label QC counters (missing_label_files, empty_label_files, malformed_rows, out_of_bounds_boxes).

Release policy (to avoid confusion):- No model predictions, weights, or figures are included in this version. - PR curve and confusion matrices will be added in a later version once validation outputs (e.g., runs/detect/val*/metrics.csv)   or paired predictions with ground truth are available.

Reproducibility:- Baseline settings: seed=42, imgsz=640.- Source: three YOLO-format ZIPs with train/val/test splits under images/ and labels/.- The same tables are available in the linked GitHub repository under results/ (with per-ZIP tables and an _ALL/ aggregate folder).

License:- CC BY 4.0 (same as the project’s public release). Please cite the dataset and the Zenodo DOI.
DOI: 10.5517/cc4zh4q
title: CCDC 148463: Experimental Crystal Structure Determination

description: Related Article: H.Adams, D.Bradshaw, D.E.Fenton|2001|Eur.J.Inorg.Chem.|2001|859|doi:10.1002/1099-0682(200103)2001:3<859::AID-EJIC859>3.3.CO;2-V
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4zh5r
title: CCDC 148464: Experimental Crystal Structure Determination

description: Related Article: H.Adams, D.Bradshaw, D.E.Fenton|2001|Eur.J.Inorg.Chem.|2001|859|doi:10.1002/1099-0682(200103)2001:3<859::AID-EJIC859>3.3.CO;2-V
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4kr3j
title: CCDC 136217: Experimental Crystal Structure Determination

description: Related Article: V.Barba, G.Vargas, E.Gomez, N.Farfan|2000|Inorg.Chim.Acta|311|133|doi:10.1016/S0020-1693(00)00282-6
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc54c2q
title: CCDC 153142: Experimental Crystal Structure Determination

description: Related Article: S.Pohl, M.Harmjanz, J.Schneider, W.Saak, G.Henkel|2000|Inorg.Chim.Acta|311|106|doi:10.1016/S0020-1693(00)00310-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc54c3r
title: CCDC 153143: Experimental Crystal Structure Determination

description: Related Article: S.Pohl, M.Harmjanz, J.Schneider, W.Saak, G.Henkel|2000|Inorg.Chim.Acta|311|106|doi:10.1016/S0020-1693(00)00310-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc54c4s
title: CCDC 153144: Experimental Crystal Structure Determination

description: Related Article: S.Pohl, M.Harmjanz, J.Schneider, W.Saak, G.Henkel|2000|Inorg.Chim.Acta|311|106|doi:10.1016/S0020-1693(00)00310-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc508xb
title: CCDC 149231: Experimental Crystal Structure Determination

description: Related Article: K.Nakajima, T.Kajino, M.Nonoyama, M.Kojima|2001|Inorg.Chim.Acta|312|67|doi:10.1016/S0020-1693(00)00333-9
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc508yc
title: CCDC 149232: Experimental Crystal Structure Determination

description: Related Article: K.Nakajima, T.Kajino, M.Nonoyama, M.Kojima|2001|Inorg.Chim.Acta|312|67|doi:10.1016/S0020-1693(00)00333-9
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc508zd
title: CCDC 149233: Experimental Crystal Structure Determination

description: Related Article: K.Nakajima, T.Kajino, M.Nonoyama, M.Kojima|2001|Inorg.Chim.Acta|312|67|doi:10.1016/S0020-1693(00)00333-9
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4w5lr
title: CCDC 145284: Experimental Crystal Structure Determination

description: Related Article: M.B.Ferrari, S.Capacchi, F.Bisceglie, G.Pelosi, P.Tarasconi|2001|Inorg.Chim.Acta|312|81|doi:10.1016/S0020-1693(00)00339-X
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5090g
title: CCDC 149234: Experimental Crystal Structure Determination

description: Related Article: K.Nakajima, T.Kajino, M.Nonoyama, M.Kojima|2001|Inorg.Chim.Acta|312|67|doi:10.1016/S0020-1693(00)00333-9
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4w5ms
title: CCDC 145285: Experimental Crystal Structure Determination

description: Related Article: M.B.Ferrari, S.Capacchi, F.Bisceglie, G.Pelosi, P.Tarasconi|2001|Inorg.Chim.Acta|312|81|doi:10.1016/S0020-1693(00)00339-X
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4y8lx
title: CCDC 147299: Experimental Crystal Structure Determination

description: Related Article: Z.V.Voitenko, O.A.Pocholenko, O.O.Chkarov, O.V.Shishkin, S.V.Shishkina, A.Dall'Ava, M.Vedrenne, M.Sanchez, J.-G.Wolf|2001|Eur.J.Org.Chem.|2001|1401|doi:10.1002/1099-0690(200104)2001:7<1401::AID-EJOC1401>3.0.CO;2-M
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc53kvn
title: CCDC 152391: Experimental Crystal Structure Determination

description: Related Article: Z.V.Voitenko, O.A.Pocholenko, O.O.Chkarov, O.V.Shishkin, S.V.Shishkina, A.Dall'Ava, M.Vedrenne, M.Sanchez, J.-G.Wolf|2001|Eur.J.Org.Chem.|2001|1401|doi:10.1002/1099-0690(200104)2001:7<1401::AID-EJOC1401>3.0.CO;2-M
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc50cr8
title: CCDC 149319: Experimental Crystal Structure Determination

description: Related Article: E.V.Dehmlow, H.-J.Breyholz, B.Neumann, A.Stammler, H.-G.Stammler|2001|Eur.J.Org.Chem.|2001|1413|doi:10.1002/1099-0690(200104)2001:7<1413::AID-EJOC1413>3.0.CO;2-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc50cs9
title: CCDC 149320: Experimental Crystal Structure Determination

description: Related Article: E.V.Dehmlow, H.-J.Breyholz, B.Neumann, A.Stammler, H.-G.Stammler|2001|Eur.J.Org.Chem.|2001|1413|doi:10.1002/1099-0690(200104)2001:7<1413::AID-EJOC1413>3.0.CO;2-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc50ctb
title: CCDC 149321: Experimental Crystal Structure Determination

description: Related Article: E.V.Dehmlow, H.-J.Breyholz, B.Neumann, A.Stammler, H.-G.Stammler|2001|Eur.J.Org.Chem.|2001|1413|doi:10.1002/1099-0690(200104)2001:7<1413::AID-EJOC1413>3.0.CO;2-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc50cvc
title: CCDC 149322: Experimental Crystal Structure Determination

description: Related Article: E.V.Dehmlow, H.-J.Breyholz, B.Neumann, A.Stammler, H.-G.Stammler|2001|Eur.J.Org.Chem.|2001|1413|doi:10.1002/1099-0690(200104)2001:7<1413::AID-EJOC1413>3.0.CO;2-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc50cwd
title: CCDC 149323: Experimental Crystal Structure Determination

description: Related Article: E.V.Dehmlow, H.-J.Breyholz, B.Neumann, A.Stammler, H.-G.Stammler|2001|Eur.J.Org.Chem.|2001|1413|doi:10.1002/1099-0690(200104)2001:7<1413::AID-EJOC1413>3.0.CO;2-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5d2f1
title: CCDC 160562: Experimental Crystal Structure Determination

description: Related Article: H.Maeda, A.Sugimoto, K.Mizuno|2000|Org.Lett.|2|3305|doi:10.1021/ol000193v
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5d2g2
title: CCDC 160563: Experimental Crystal Structure Determination

description: Related Article: H.Maeda, A.Sugimoto, K.Mizuno|2000|Org.Lett.|2|3305|doi:10.1021/ol000193v
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f5qg
title: CCDC 161625: Experimental Crystal Structure Determination

description: Related Article: W.J.Evans, G.W.Nyce, M.A.Johnston, J.W.Ziller|2000|J.Am.Chem.Soc.|122|12019|doi:10.1021/ja002486p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f5rh
title: CCDC 161626: Experimental Crystal Structure Determination

description: Related Article: W.J.Evans, G.W.Nyce, M.A.Johnston, J.W.Ziller|2000|J.Am.Chem.Soc.|122|12019|doi:10.1021/ja002486p
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f6b3
title: CCDC 161644: Experimental Crystal Structure Determination

description: Related Article: K.Nomura, K.Asano, T.Kurahashi, S.Matsubara|2008|Heterocycles|76|1381|doi:10.3987/COM-08-S(N)104
description: Related Article: K.Ukai, K.Oshima, S.Matsubara|2000|J.Am.Chem.Soc.|122|12047|doi:10.1021/ja003360v
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f6c4
title: CCDC 161645: Experimental Crystal Structure Determination

description: Related Article: K.Ukai, K.Oshima, S.Matsubara|2000|J.Am.Chem.Soc.|122|12047|doi:10.1021/ja003360v
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f6f6
title: CCDC 161647: Experimental Crystal Structure Determination

description: Related Article: P.Wyatt, S.Warren, M.McPartlin, T.Woodroffe|2001|J.Chem.Soc.,Perkin Trans.1||279|doi:10.1039/b006883g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f6g7
title: CCDC 161648: Experimental Crystal Structure Determination

description: Related Article: P.Wyatt, S.Warren, M.McPartlin, T.Woodroffe|2001|J.Chem.Soc.,Perkin Trans.1||279|doi:10.1039/b006883g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5f6h8
title: CCDC 161649: Experimental Crystal Structure Determination

description: Related Article: P.Wyatt, S.Warren, M.McPartlin, T.Woodroffe|2001|J.Chem.Soc.,Perkin Trans.1||279|doi:10.1039/b006883g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.