cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7268507
title: Glass Binary Data

description: Metallic glass formation data for binary alloys, collected from various experimental techniques such as melt-spinning or mechanical alloying. This dataset covers all compositions with an interval of 5 at.% in 59 binary systems, containing a total of 5959 alloys in the dataset. The target property of this dataset is the glass forming ability (GFA), i.e. whether the composition can form monolithic glass or not, which is either 1 for glass forming or 0 for non-full glass forming.<br>The V2 versions of this dataset have been cleaned to remove duplicate data points. Any entries with identical formula and both negative and positive GFA classes were combined to a single entry with a positive GFA class.<br><br>Data is available as Monty Encoder encoded JSON and as the source CSV file. Recommended access method is with the matminer Python package using the datasets module.<br>Note on citations: If you found this dataset useful and would like to cite it in your work, please be sure to cite its original sources below rather than or in addition to this page.<br>Dataset discussed in:<br>Machine Learning Approach for Prediction and Understanding of Glass-Forming AbilityY. T. Sun<sup>†</sup><sup>§</sup> , H. Y. Bai<sup>†</sup><sup>§</sup>, M. Z. Li<sup>*</sup><sup>‡</sup>, and W. H. Wang<sup>*</sup><sup>†</sup><sup>§</sup><sup>†</sup> Institute of Physics, Chinese Academy of Sciences, Beijing 100190, People’s Republic of China<sup>‡</sup> Department of Physics, Beijing Key Laboratory of Optoelectronic Functional Materials & Micro-nano Devices, Renmin University of China, Beijing 100872, People’s Republic of China<sup>§</sup> University of Chinese Academy of Science, Beijing 100049, People’s Republic of ChinaJ. Phys. Chem. Lett., 2017, 8 (14), pp 3434–3439<strong>DOI: </strong>10.1021/acs.jpclett.7b01046Publication Date (Web): July 11, 2017
DOI: 10.7284/117472
title: Singlebeam Echosounder data collected during research cruise SKQ201508S using a L-3 ELAC LAZ 5100 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268507.v1
title: Glass Binary Data

description: Metallic glass formation data for binary alloys, collected from various experimental techniques such as melt-spinning or mechanical alloying. This dataset covers all compositions with an interval of 5 at.% in 59 binary systems, containing a total of 5959 alloys in the dataset. The target property of this dataset is the glass forming ability (GFA), i.e. whether the composition can form monolithic glass or not, which is either 1 for glass forming or 0 for non-full glass forming.<br>Data is available as Monty Encoder encoded JSON and as the source CSV file. Recommended access method is with the matminer Python package using the datasets module.<br>Note on citations: If you found this dataset useful and would like to cite it in your work, please be sure to cite its original sources below rather than or in addition to this page.<br>Dataset discussed in:<br>Machine Learning Approach for Prediction and Understanding of Glass-Forming AbilityY. T. Sun<sup>†</sup><sup>§</sup> , H. Y. Bai<sup>†</sup><sup>§</sup>, M. Z. Li<sup>*</sup><sup>‡</sup>, and W. H. Wang<sup>*</sup><sup>†</sup><sup>§</sup><sup>†</sup> Institute of Physics, Chinese Academy of Sciences, Beijing 100190, People’s Republic of China<sup>‡</sup> Department of Physics, Beijing Key Laboratory of Optoelectronic Functional Materials & Micro-nano Devices, Renmin University of China, Beijing 100872, People’s Republic of China<sup>§</sup> University of Chinese Academy of Science, Beijing 100049, People’s Republic of ChinaJ. Phys. Chem. Lett., 2017, 8 (14), pp 3434–3439<strong>DOI: </strong>10.1021/acs.jpclett.7b01046Publication Date (Web): July 11, 2017
DOI: 10.7284/117473
title: Sound Speed Sensor data collected during research cruise SKQ201508S using a AML SVXchange instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/117475
title: Water Temperature data collected during research cruise SKQ201508S using a HEITRONICS CT15.10 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268480
title: Psychometric evaluation of electronic diaries assessing side-effects of hormone therapy

description: <b>Objectives:</b> Postmenopausal women (PMW) can experience side-effects (breast pain/tenderness and vaginal spotting/bleeding) associated with estrogen plus progestin therapies (EPTs). To assess these outcomes, the Breast Pain and Tenderness Daily Diary (BPT-DD) and the Vaginal Bleeding and Spotting Daily Diary (VBS-DD) were developed for electronic completion. This study evaluated the psychometric properties of the diaries. <b>Methods:</b> The eDiaries were completed daily for 28 days by 202 PMW experiencing breast pain/tenderness and/or vaginal spotting/bleeding while on EPTs. Confirmatory factor analysis (CFA) investigated the BPT-DD structure. Response distributions, test–retest reliability (intraclass correlation coefficient [ICC]), internal consistency (BPT-DD only), and construct validity (via known groups and convergent validity analyses) were assessed. <b>Results:</b> Completion rates were high: over 90% of women missed &lt;3 daily entries. CFA supported the BPT-DD unidimensional structure (Bentler’s Comparative Fit Index &gt;0.98). BPT-DD inter-item correlations (<i>r</i> = 0.77–0.89) and internal consistency (Cronbach’s alpha = 0.95–0.97) were high and good test–retest reliability was demonstrated (ICC ≥ 0.70). The diaries correlated moderately (&gt;0.40), in a logical pattern with other instruments, supporting convergent validity. Known-groups analyses indicated both measures demonstrated significant differences between patients of differing severity (<i>p</i> <b>Conclusion:</b> The study provides evidence of strong psychometric properties for the BPT-DD and VBS-DD to assess breast pain/tenderness and spotting/bleeding in PMW.
DOI: 10.7284/117474
title: TSG (Thermosalinograph) data collected during research cruise SKQ201508S using a Sea-Bird SBE-45 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268480.v1
title: Psychometric evaluation of electronic diaries assessing side-effects of hormone therapy

description: <b>Objectives:</b> Postmenopausal women (PMW) can experience side-effects (breast pain/tenderness and vaginal spotting/bleeding) associated with estrogen plus progestin therapies (EPTs). To assess these outcomes, the Breast Pain and Tenderness Daily Diary (BPT-DD) and the Vaginal Bleeding and Spotting Daily Diary (VBS-DD) were developed for electronic completion. This study evaluated the psychometric properties of the diaries. <b>Methods:</b> The eDiaries were completed daily for 28 days by 202 PMW experiencing breast pain/tenderness and/or vaginal spotting/bleeding while on EPTs. Confirmatory factor analysis (CFA) investigated the BPT-DD structure. Response distributions, test–retest reliability (intraclass correlation coefficient [ICC]), internal consistency (BPT-DD only), and construct validity (via known groups and convergent validity analyses) were assessed. <b>Results:</b> Completion rates were high: over 90% of women missed &lt;3 daily entries. CFA supported the BPT-DD unidimensional structure (Bentler’s Comparative Fit Index &gt;0.98). BPT-DD inter-item correlations (<i>r</i> = 0.77–0.89) and internal consistency (Cronbach’s alpha = 0.95–0.97) were high and good test–retest reliability was demonstrated (ICC ≥ 0.70). The diaries correlated moderately (&gt;0.40), in a logical pattern with other instruments, supporting convergent validity. Known-groups analyses indicated both measures demonstrated significant differences between patients of differing severity (<i>p</i> <b>Conclusion:</b> The study provides evidence of strong psychometric properties for the BPT-DD and VBS-DD to assess breast pain/tenderness and spotting/bleeding in PMW.
DOI: 10.7284/118706
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SKQ201509T using a Hawaii UHDAS instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268480.v3
title: Psychometric evaluation of electronic diaries assessing side-effects of hormone therapy

description: <b>Objectives:</b> Postmenopausal women (PMW) can experience side-effects (breast pain/tenderness and vaginal spotting/bleeding) associated with estrogen plus progestin therapies (EPTs). To assess these outcomes, the Breast Pain and Tenderness Daily Diary (BPT-DD) and the Vaginal Bleeding and Spotting Daily Diary (VBS-DD) were developed for electronic completion. This study evaluated the psychometric properties of the diaries. <b>Methods:</b> The eDiaries were completed daily for 28 days by 202 PMW experiencing breast pain/tenderness and/or vaginal spotting/bleeding while on EPTs. Confirmatory factor analysis (CFA) investigated the BPT-DD structure. Response distributions, test–retest reliability (intraclass correlation coefficient [ICC]), internal consistency (BPT-DD only), and construct validity (via known groups and convergent validity analyses) were assessed. <b>Results:</b> Completion rates were high: over 90% of women missed &lt;3 daily entries. CFA supported the BPT-DD unidimensional structure (Bentler’s Comparative Fit Index &gt;0.98). BPT-DD inter-item correlations (<i>r</i> = 0.77–0.89) and internal consistency (Cronbach’s alpha = 0.95–0.97) were high and good test–retest reliability was demonstrated (ICC ≥ 0.70). The diaries correlated moderately (&gt;0.40), in a logical pattern with other instruments, supporting convergent validity. Known-groups analyses indicated both measures demonstrated significant differences between patients of differing severity (<i>p</i> <b>Conclusion:</b> The study provides evidence of strong psychometric properties for the BPT-DD and VBS-DD to assess breast pain/tenderness and spotting/bleeding in PMW.
DOI: 10.6084/m9.figshare.7268480.v2
title: Psychometric evaluation of electronic diaries assessing side-effects of hormone therapy

description: <b>Objectives:</b> Postmenopausal women (PMW) can experience side-effects (breast pain/tenderness and vaginal spotting/bleeding) associated with estrogen plus progestin therapies (EPTs). To assess these outcomes, the Breast Pain and Tenderness Daily Diary (BPT-DD) and the Vaginal Bleeding and Spotting Daily Diary (VBS-DD) were developed for electronic completion (eDiaries). This study evaluated the psychometric properties of the eDiaries. <b>Methods:</b> The eDiaries were completed daily for 28 days by 202 PMW experiencing breast pain/tenderness and/or vaginal spotting/bleeding while on EPTs. Confirmatory factor analysis (CFA) investigated the BPT-DD structure. Response distributions, test–retest reliability (intraclass correlation coefficient [ICC]), internal consistency (BPT-DD only), and construct validity (via known groups and convergent validity analyses) were assessed. <b>Results:</b> Completion rates were high: over 90% of women missed &lt;3 daily entries. CFA supported the BPT-DD unidimensional structure (Bentler’s Comparative Fit Index &gt;0.98). BPT-DD inter-item correlations (<i>r</i> = 0.77–0.89) and internal consistency (Cronbach’s alpha = 0.95–0.97) were high and good test–retest reliability was demonstrated (ICC ≥ 0.70). The eDiaries correlated moderately (&gt;0.40), in a logical pattern with other instruments, supporting convergent validity. Known-groups analyses indicated both measures demonstrated significant differences between patients of differing severity (<i>p</i> <b>Conclusion:</b> The study provides evidence of strong psychometric properties for the BPT-DD and VBS-DD to assess breast pain/tenderness and spotting/bleeding in PMW.
DOI: 10.7284/118727
title: Anemometer data collected during research cruise SKQ201509T using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118728
title: Anemometer data collected during research cruise SKQ201509T using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.7284/118712
title: Flowmeter data collected during research cruise SKQ201509T using a Omega FP-2541 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118713
title: Flowmeter data collected during research cruise SKQ201509T using a Krohne Optiflux 5000 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118716
title: Fluorometer data collected during research cruise SKQ201509T using a Turner Cyclops-7 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118717
title: GNSS (Global Navigation Satellite System) data collected during research cruise SKQ201509T using a C&C C-Nav 3050 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118709
title: Gravimeter data collected during research cruise SKQ201509T using a Bell BGM-3 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268435
title: β-1,3-glucan-lacking <i>Aspergillus fumigatus</i> mediates an efficient antifungal immune response by activating complement and dendritic cells

description: Complement system and dendritic cells (DCs) form – beside neutrophils and macrophages – the first line of defense to combat fungal infections. Therefore, we here studied interactions of these first immune elements with <i>Aspergillus fumigatus</i> lacking ß-1,3-glucans (<i>fks1<sub>tetOn</sub><sup>rep</sup></i> under repressed conditions) to mechanistically explain the mode of action of echinocandins in more detail. Echinocandins are cell wall active agents blocking β-glucan synthase, making the <i>A. fumigatus fks1<sub>tetOn</sub></i> mutant a good model to study immune-modulatory actions of these drugs. We now demonstrate herein, that complement was activated to significantly higher levels by the <i>fks1-</i>deficient strain compared to its respective wild type. This enhanced covalent linking of complement fragments to the <i>A. fumigatus fks1<sub>tetOn</sub><sup>rep</sup></i> mutant further resulted in enhanced DC binding and internalization of the fungus. Additionally, we found that <i>fks1<sub>tetOn</sub><sup>rep</sup></i> induced a Th1-/Th17-polarizing cytokine profile program in DCs. The effect was essentially dependent on massive galactomannan shedding, since blocking of DC-SIGN significantly reduced the <i>fks1<sub>tetOn</sub><sup>rep</sup>-</i>mediated induction of an inflammatory cytokine profile. Our data demonstrate that lack of ß-1,3-glucan, also found under echinocandin therapy, results in improved recognition of <i>Aspergillus fumigatus</i> by complement and DCs and therefore not only directly affects the fungus by its fungistatic actions, but also is likely to exert indirect antifungal mechanisms by strengthening innate host immune mechanisms. <b>Abbreviations</b>: C: complement; CR:complement receptor; DC: dendritic cell; iDC: immature dendritic cell; DC-SIGN: Dendritic Cell-Specific Intercellular adhesion molecule-3-Grabbing Non-integrin; ERK: extracellular signal–regulated kinases; JNK : c-Jun N-terminal kinases; MAPK: mitogen-activated protein kinase; NHS: normal human serum; PRR: pattern recognition receptor; Th :T helper; TLR :Toll-like receptor; WT: wild type.
DOI: 10.7284/118718
title: Gyrocompass data collected during research cruise SKQ201509T using a Sperry NAVIGAT 2100 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118719
title: Gyrocompass data collected during research cruise SKQ201509T using a Sperry NAVIGAT 2100 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268435.v1
title: β-1,3-glucan-lacking <i>Aspergillus fumigatus</i> mediates an efficient antifungal immune response by activating complement and dendritic cells

description: Complement system and dendritic cells (DCs) form – beside neutrophils and macrophages – the first line of defense to combat fungal infections. Therefore, we here studied interactions of these first immune elements with <i>Aspergillus fumigatus</i> lacking ß-1,3-glucans (<i>fks1<sub>tetOn</sub><sup>rep</sup></i> under repressed conditions) to mechanistically explain the mode of action of echinocandins in more detail. Echinocandins are cell wall active agents blocking β-glucan synthase, making the <i>A. fumigatus fks1<sub>tetOn</sub></i> mutant a good model to study immune-modulatory actions of these drugs. We now demonstrate herein, that complement was activated to significantly higher levels by the <i>fks1-</i>deficient strain compared to its respective wild type. This enhanced covalent linking of complement fragments to the <i>A. fumigatus fks1<sub>tetOn</sub><sup>rep</sup></i> mutant further resulted in enhanced DC binding and internalization of the fungus. Additionally, we found that <i>fks1<sub>tetOn</sub><sup>rep</sup></i> induced a Th1-/Th17-polarizing cytokine profile program in DCs. The effect was essentially dependent on massive galactomannan shedding, since blocking of DC-SIGN significantly reduced the <i>fks1<sub>tetOn</sub><sup>rep</sup>-</i>mediated induction of an inflammatory cytokine profile. Our data demonstrate that lack of ß-1,3-glucan, also found under echinocandin therapy, results in improved recognition of <i>Aspergillus fumigatus</i> by complement and DCs and therefore not only directly affects the fungus by its fungistatic actions, but also is likely to exert indirect antifungal mechanisms by strengthening innate host immune mechanisms. <b>Abbreviations</b>: C: complement; CR:complement receptor; DC: dendritic cell; iDC: immature dendritic cell; DC-SIGN: Dendritic Cell-Specific Intercellular adhesion molecule-3-Grabbing Non-integrin; ERK: extracellular signal–regulated kinases; JNK : c-Jun N-terminal kinases; MAPK: mitogen-activated protein kinase; NHS: normal human serum; PRR: pattern recognition receptor; Th :T helper; TLR :Toll-like receptor; WT: wild type.
DOI: 10.6084/m9.figshare.7268435.v3
title: β-1,3-glucan-lacking <i>Aspergillus fumigatus</i> mediates an efficient antifungal immune response by activating complement and dendritic cells

description: Complement system and dendritic cells (DCs) form – beside neutrophils and macrophages – the first line of defense to combat fungal infections. Therefore, we here studied interactions of these first immune elements with <i>Aspergillus fumigatus</i> lacking ß-1,3-glucans (<i>fks1<sub>tetOn</sub><sup>rep</sup></i> under repressed conditions) to mechanistically explain the mode of action of echinocandins in more detail. Echinocandins are cell wall active agents blocking β-glucan synthase, making the <i>A. fumigatus fks1<sub>tetOn</sub></i> mutant a good model to study immune-modulatory actions of these drugs. We now demonstrate herein, that complement was activated to significantly higher levels by the <i>fks1-</i>deficient strain compared to its respective wild type. This enhanced covalent linking of complement fragments to the <i>A. fumigatus fks1<sub>tetOn</sub><sup>rep</sup></i> mutant further resulted in enhanced DC binding and internalization of the fungus. Additionally, we found that <i>fks1<sub>tetOn</sub><sup>rep</sup></i> induced a Th1-/Th17-polarizing cytokine profile program in DCs. The effect was essentially dependent on massive galactomannan shedding, since blocking of DC-SIGN significantly reduced the <i>fks1<sub>tetOn</sub><sup>rep</sup>-</i>mediated induction of an inflammatory cytokine profile. Our data demonstrate that lack of ß-1,3-glucan, also found under echinocandin therapy, results in improved recognition of <i>Aspergillus fumigatus</i> by complement and DCs and therefore not only directly affects the fungus by its fungistatic actions, but also is likely to exert indirect antifungal mechanisms by strengthening innate host immune mechanisms. <b>Abbreviations</b>: C: complement; CR:complement receptor; DC: dendritic cell; iDC: immature dendritic cell; DC-SIGN: Dendritic Cell-Specific Intercellular adhesion molecule-3-Grabbing Non-integrin; ERK: extracellular signal–regulated kinases; JNK : c-Jun N-terminal kinases; MAPK: mitogen-activated protein kinase; NHS: normal human serum; PRR: pattern recognition receptor; Th :T helper; TLR :Toll-like receptor; WT: wild type.
DOI: 10.7284/118710
title: INS (Inertial Navigation System) data collected during research cruise SKQ201509T using a Kongsberg Seapath 320+ instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7268435.v2
title: β-1,3-glucan-lacking <i>Aspergillus fumigatus</i> mediates an efficient antifungal immune response by activating complement and dendritic cells

description: Complement system and dendritic cells (DCs) form – beside neutrophils and macrophages – the first line of defense to combat fungal infections. Therefore, we here studied interactions of these first immune elements with <i>Aspergillus fumigatus</i> lacking ß-1,3-glucans (<i>fks1<sub>tetOn</sub><sup>rep</sup></i> under repressed conditions) to mechanistically explain the mode of action of echinocandins in more detail. Echinocandins are cell wall active agents blocking β-glucan synthase, making the <i>A. fumigatus fks1<sub>tetOn</sub></i> mutant a good model to study immune-modulatory actions of these drugs. We now demonstrate herein, that complement was activated to significantly higher levels by the <i>fks1-</i>deficient strain compared to its respective wild type. This enhanced covalent linking of complement fragments to the <i>A. fumigatus fks1<sub>tetOn</sub><sup>rep</sup></i> mutant further resulted in enhanced DC binding and internalization of the fungus. Additionally, we found that <i>fks1<sub>tetOn</sub><sup>rep</sup></i> induced a Th1-/Th17-polarizing cytokine profile program in DCs. The effect was essentially dependent on massive galactomannan shedding, since blocking of DC-SIGN significantly reduced the <i>fks1<sub>tetOn</sub><sup>rep</sup>-</i>mediated induction of an inflammatory cytokine profile. Our data demonstrate that lack of ß-1,3-glucan, also found under echinocandin therapy, results in improved recognition of <i>Aspergillus fumigatus</i> by complement and DCs and therefore not only directly affects the fungus by its fungistatic actions, but also is likely to exert indirect antifungal mechanisms by strengthening innate host immune mechanisms. <b>Abbreviations</b>: C: complement; CR:complement receptor; DC: dendritic cell; iDC: immature dendritic cell; DC-SIGN: Dendritic Cell-Specific Intercellular adhesion molecule-3-Grabbing Non-integrin; ERK: extracellular signal–regulated kinases; JNK : c-Jun N-terminal kinases; MAPK: mitogen-activated protein kinase; NHS: normal human serum; PRR: pattern recognition receptor; Th :T helper; TLR :Toll-like receptor; WT: wild type.
DOI: 10.7284/118720
title: Meteorological Station data collected during research cruise SKQ201509T using a Vaisala WXT520 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/118707
title: Multibeam Echosounder data collected during research cruise SKQ201509T using a Kongsberg EM302 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition