cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.48652.v1/t13
title: "Table 13" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for NARROW-JET-BROADENING.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t6
title: "Table 6" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for Y23.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t7
title: "Table 7" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for THRUST(NAME=MAJOR).
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t8
title: "Table 8" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for THRUST(NAME=MINOR).
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t9
title: "Table 9" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for APLANARITY.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.21335/nmdc-1444357535
title: Annotated In-Trawl Camera Images of Mesopelagic Organisms: A Dataset for Ecological and Machine Learning Applications

description: This repository provides a structured collection of datasets and configuration files used for training and evaluating object detection models to detect mesopelagic organisms from images. 

The datasets (described in the readme file) are stored in CSV format under datasets/csv_files, where each file contains image paths, bounding box coordinates, species class labels, and image names. Multiple dataset variants (described in the manuscript) are
 included, covering different colour corrections (e.g., red CC, red non-CC, white), augmentation strategies, and splits (train, validation, test). For YOLO-based training, the data is organized under datasets/YOLO, with separate folders for image paths (images/),
 YOLO-format labels (labels/), and dataset configuration files (.yaml). 

The deepvision/ directory contains annotated data, separated into rectified and non-rectified formats, along with original XML annotations and session-level metadata in meta_per_deep_vision_session.csv as well. It also contains synthetic data used in some dataset
 configurations for training, under /train. 

The model/ directory contains an example training script and a configuration file with the parameters used for training. 

This structure supports flexible experimentation with various data configurations and model training pipelines, facilitating reproducibility and scalability in object detection tasks.
DOI: 10.17182/hepdata.48652.v1/t14
title: "Table 14" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured normalized differential distribution for D-PARAMETER.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t15
title: "Table 15" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the 1-THRUST distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t16
title: "Table 16" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the HEAVY-JET-MASS distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t17
title: "Table 17" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the C-PARAMETER distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t18
title: "Table 18" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the TOTAL-JET-BROADENING distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t19
title: "Table 19" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the WIDE-JET-BROADENING distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t20
title: "Table 20" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the Y23 distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t21
title: "Table 21" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the THRUST(NAME=MAJOR) distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t22
title: "Table 22" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the THRUST(NAME=MINOR) distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t23
title: "Table 23" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the SPHERICITY distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t24
title: "Table 24" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the OBLATENESS distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t25
title: "Table 25" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the LIGHT-JET-MASS distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t26
title: "Table 26" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Moments of the NARROW-JET-BROADENING distribution.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48652.v1/t27
title: "Table 27" of "Measurement of event shape distributions and moments in e+ e- --&gt; hadrons at 91-GeV - 209-GeV and a determination of alpha(s)."

description: Measured VARIANCES of the event shape distributions.
description: CERN-LEP. Measurement of event shape variable distributions and their moments of hadronic production in E+ E- collisions at centre of mass energies from 91to 209 GeV. This paper represents a coherent analysis of all the OPAL data take n during the running periods from 1995 to 2000 and supersedes previous publishedOPAL data below 189 GeV. The results are consistent with the running of ALPHA-S from QCD and combining all the data given a value of ALPHA-S at the MZ mass of:. 0.1191+-0.0005(stat.)+-0.0010(expt.)+-0.0011(hadr. +-0.0044(theo.). The tabulated values of the variances of the event shapes (not in the paper) were supplied by Christoph Pahl.
DOI: 10.17182/hepdata.48674.v1/t1
title: "Table 1" of "Analysis of the pi+ pi- pi+ pi- and pi+ pi0 pi- pi0 final states in quasi-real two-photon collisions at LEP."

description: Cross section for 4PI and (RHO0 RHO0) production.
description: CERN-LEP. Study of two photon production of (PI+ PI- PI+ PI-) and (PI+ PI0 PI+ PI0) and spin parity analysis of the (RHO0 RHO0) and (RHO+ RHO-) systems for centre of mass energies between 1 and 3 GeV. The data come from E+ E- interactions at centre of mass energies between 161 and 209 GeV with a total integrated luminosity of 697.7 pb-1.
DOI: 10.17182/hepdata.48674.v1/t2
title: "Table 2" of "Analysis of the pi+ pi- pi+ pi- and pi+ pi0 pi- pi0 final states in quasi-real two-photon collisions at LEP."

description: Cross section for 4PI and (RHO+ RHO-) production.
description: CERN-LEP. Study of two photon production of (PI+ PI- PI+ PI-) and (PI+ PI0 PI+ PI0) and spin parity analysis of the (RHO0 RHO0) and (RHO+ RHO-) systems for centre of mass energies between 1 and 3 GeV. The data come from E+ E- interactions at centre of mass energies between 161 and 209 GeV with a total integrated luminosity of 697.7 pb-1.
DOI: 10.17182/hepdata.48674.v1/t3
title: "Table 3" of "Analysis of the pi+ pi- pi+ pi- and pi+ pi0 pi- pi0 final states in quasi-real two-photon collisions at LEP."

description: Spin parity analysis fits for RHO0 RHO0.
description: CERN-LEP. Study of two photon production of (PI+ PI- PI+ PI-) and (PI+ PI0 PI+ PI0) and spin parity analysis of the (RHO0 RHO0) and (RHO+ RHO-) systems for centre of mass energies between 1 and 3 GeV. The data come from E+ E- interactions at centre of mass energies between 161 and 209 GeV with a total integrated luminosity of 697.7 pb-1.
DOI: 10.17182/hepdata.48674.v1/t4
title: "Table 4" of "Analysis of the pi+ pi- pi+ pi- and pi+ pi0 pi- pi0 final states in quasi-real two-photon collisions at LEP."

description: Spin parity analysis fits for RHO+ RHO-.
description: CERN-LEP. Study of two photon production of (PI+ PI- PI+ PI-) and (PI+ PI0 PI+ PI0) and spin parity analysis of the (RHO0 RHO0) and (RHO+ RHO-) systems for centre of mass energies between 1 and 3 GeV. The data come from E+ E- interactions at centre of mass energies between 161 and 209 GeV with a total integrated luminosity of 697.7 pb-1.
DOI: 10.17182/hepdata.48675.v1/t1
title: "Table 1" of "Measurement of the photon structure function F2(gamma) with the L3 detector at LEP."

description: Cross sections DELTA(SIG)/DELTA(X) in the Q**2 range 11 TO 14 GeV**2.
description: CERN-LEP. Measurement of the photon stucture function F2(C=GAMMA) in the reaction E+ E- --& gt; E+ E- HADRONS at centre-of-mass energies in the range 189 to 209 GeV.The data cover the Q**2 range from 11 to 34 GeV**2 and X from 0.006 to 0.556 and have an integrated luminosity of 608 pb-1.
DOI: 10.17182/hepdata.48675.v1/t2
title: "Table 2" of "Measurement of the photon structure function F2(gamma) with the L3 detector at LEP."

description: Cross sections DELTA(SIG)/DELTA(X) in the Q**2 range 14 TO 20 GeV**2.
description: CERN-LEP. Measurement of the photon stucture function F2(C=GAMMA) in the reaction E+ E- --& gt; E+ E- HADRONS at centre-of-mass energies in the range 189 to 209 GeV.The data cover the Q**2 range from 11 to 34 GeV**2 and X from 0.006 to 0.556 and have an integrated luminosity of 608 pb-1.
DOI: 10.17182/hepdata.48675.v1/t3
title: "Table 3" of "Measurement of the photon structure function F2(gamma) with the L3 detector at LEP."

description: Cross sections DELTA(SIG)/DELTA(X) in the Q**2 range 20 TO 34 GeV**2.
description: CERN-LEP. Measurement of the photon stucture function F2(C=GAMMA) in the reaction E+ E- --& gt; E+ E- HADRONS at centre-of-mass energies in the range 189 to 209 GeV.The data cover the Q**2 range from 11 to 34 GeV**2 and X from 0.006 to 0.556 and have an integrated luminosity of 608 pb-1.
DOI: 10.17182/hepdata.48675.v1/t4
title: "Table 4" of "Measurement of the photon structure function F2(gamma) with the L3 detector at LEP."

description: Correlation matrices obtained with the PYTHIA Monte Carlo in the Q**2 range 11 TO 14 GeV**2.
description: CERN-LEP. Measurement of the photon stucture function F2(C=GAMMA) in the reaction E+ E- --& gt; E+ E- HADRONS at centre-of-mass energies in the range 189 to 209 GeV.The data cover the Q**2 range from 11 to 34 GeV**2 and X from 0.006 to 0.556 and have an integrated luminosity of 608 pb-1.
DOI: 10.17182/hepdata.48675.v1/t5
title: "Table 5" of "Measurement of the photon structure function F2(gamma) with the L3 detector at LEP."

description: Correlation matrices obtained with the PYTHIA Monte Carlo in the Q**2 range 14 TO 20 GeV**2.
description: CERN-LEP. Measurement of the photon stucture function F2(C=GAMMA) in the reaction E+ E- --& gt; E+ E- HADRONS at centre-of-mass energies in the range 189 to 209 GeV.The data cover the Q**2 range from 11 to 34 GeV**2 and X from 0.006 to 0.556 and have an integrated luminosity of 608 pb-1.