cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.767337
title: Potential Issues With Facebook

description: UPDATED 08/12/2013: The editor of Indie Review Magazine, spoke with Facebook on 08/12/2013, and it was confirmed that the technical difficulities with the advertising account have been resolved. They will be assisting in an investigation to handle the troll problem with the magazne's page, and the other difficulties the page has been experiencing as a direct result of the stalker's harassment. Attached you will find screenshots of various ads that we've released on Facebook. The conclusion: The software predicted a performance for all of the ads pictured of 0.01 - 0.03. Prior to having major issues with negative "SEO" tactics on our facebook page the software's predictions for advertising perforamnce was extremely accurate. After we began experiencing the troll problem, the advertisements began to perform in a very unpredicatble, sporadic, and oftentimes schizophrenic fashion. The same ad, with the swimsuit model, showed a sustained performance of 0.08 earlier in the day, and later in the evening, after a series of technial difficulties on Facebook's end (with our page) the perforamance of the ad shot down to 0.19. We took video of the ads from the moment they began to run until we paused them after the money started to deplete at an alarming rate, and what we found was shocking. In the first 30 minutes our page was growing at a rate of around 3 likes a second (which is what is expected for the predicted growth rate of the ad - 0.01 to 0.03). This rate of growth had been sustained for days in the past with a very similar ad. Then suddenly the ad performance plunged to dismal numbers that do not accurately reflect the rate at which our likes were initially gained. Not on the specific day in question nor in the past (with the same or similar ad and page content). At this time, we have paused all of our facebook ads and plan to thoroughly analyze this data. As stated in a previous article, which is linked below, we cannot comment directly on the internal workings of Facebook's advertising platform as we do not have access to that system - but our data highly suggests that if someone is using bot accounts they can significantly impact page performance. We have been relying heavily on our custom software pagacke to anaylze the sitaution, and with the help of my neural networks we were able to identify patterns which revealed problem areas and allowed us to adjust our advertising strategy so that our page would be less suspectible to negative SEO tactics. UPDATE: 08/10/2013 Facebook will be speaking with the editor of Indie Review Magazine, they indicated that there were experiencing technical difficulties. These technical difficulties have been impacting our page for days, thus we've halted our experimentation and will update with another figshare article, once more information has been obtained. Reference: 1. http://www.forbes.com/sites/davidthier/2012/08/01/facebook-investigating-claims-that-80-of-ad-clicks-come-from-bots/ 2. Previous figshare article: http://figshare.com/articles/Potential_Issues_with_FB_Advertising_Algorithms_/767331
DOI: 10.6084/m9.figshare.768421
title: Canopy volumes (m²) for Macrolobium acaciifolium trees with and without colonies of Pseudomyrmex ants

description: Canopy volumes (m²) for Macrolobium acaciifolium trees with and without colonies of Pseudomyrmex ants. The height and width of each tree and the surface volume calculated, treating the canopy as a half-sphere (which it closely resembles). From this number of fruits per m2 calculated for plants with and without Pseudomyrmex ant colonies (see other files in data set)
DOI: 10.6084/m9.figshare.768421.v1
title: Canopy volumes (m²) for Macrolobium acaciifolium trees with and without colonies of Pseudomyrmex ants

description: Canopy volumes (m²) for Macrolobium acaciifolium trees with and without colonies of Pseudomyrmex ants. The height and width of each tree and the surface volume calculated, treating the canopy as a half-sphere (which it closely resembles). From this number of fruits per m2 calculated for plants with and without Pseudomyrmex ant colonies (see other files in data set)
DOI: 10.6084/m9.figshare.767326
title: Riparian vegetation communities change rapidly following passive restoration at a northern Utah stream

description: Hough-Snee, N., B.B. Roper, J.M. Wheaton, P. Budy and R.L. Lokteff. 2013. Riparian vegetation communities change rapidly following passive restoration at a northern Utah stream. Ecological Engineering 58: 371-377. DOI: 10.1016/j.ecoleng.2013.07.042
DOI: 10.6084/m9.figshare.767337.v2
title: Potential Issues With Facebook

description: UPDATED 08/12/2013: The editor of Indie Review Magazine, spoke with Facebook on 08/12/2013, and it was confirmed that the technical difficulities with the advertising account have been resolved. They will be assisting in an investigation to handle the troll problem with the magazne's page, and the other difficulties the page has been experiencing as a direct result of the stalker's harassment. Attached you will find screenshots of various ads that we've released on Facebook. The conclusion: The software predicted a performance for all of the ads pictured of 0.01 - 0.03. Prior to having major issues with negative "SEO" tactics on our facebook page the software's predictions for advertising perforamnce was extremely accurate. After we began experiencing the troll problem, the advertisements began to perform in a very unpredicatble, sporadic, and oftentimes schizophrenic fashion. The same ad, with the swimsuit model, showed a sustained performance of 0.08 earlier in the day, and later in the evening, after a series of technial difficulties on Facebook's end (with our page) the perforamance of the ad shot down to 0.19. We took video of the ads from the moment they began to run until we paused them after the money started to deplete at an alarming rate, and what we found was shocking. In the first 30 minutes our page was growing at a rate of around 3 likes a second (which is what is expected for the predicted growth rate of the ad - 0.01 to 0.03). This rate of growth had been sustained for days in the past with a very similar ad. Then suddenly the ad performance plunged to dismal numbers that do not accurately reflect the rate at which our likes were initially gained. Not on the specific day in question nor in the past (with the same or similar ad and page content). At this time, we have paused all of our facebook ads and plan to thoroughly analyze this data. As stated in a previous article, which is linked below, we cannot comment directly on the internal workings of Facebook's advertising platform as we do not have access to that system - but our data highly suggests that if someone is using bot accounts they can significantly impact page performance. We have been relying heavily on our custom software pagacke to anaylze the sitaution, and with the help of my neural networks we were able to identify patterns which revealed problem areas and allowed us to adjust our advertising strategy so that our page would be less suspectible to negative SEO tactics. UPDATE: 08/10/2013 Facebook will be speaking with the editor of Indie Review Magazine, they indicated that there were experiencing technical difficulties. These technical difficulties have been impacting our page for days, thus we've halted our experimentation and will update with another figshare article, once more information has been obtained. Reference: 1. http://www.forbes.com/sites/davidthier/2012/08/01/facebook-investigating-claims-that-80-of-ad-clicks-come-from-bots/ 2. Previous figshare article: http://figshare.com/articles/Potential_Issues_with_FB_Advertising_Algorithms_/767331
DOI: 10.6084/m9.figshare.767326.v1
title: Riparian vegetation communities change rapidly following passive restoration at a northern Utah stream

description: Hough-Snee, N., B.B. Roper, J.M. Wheaton, P. Budy and R.L. Lokteff. 2013. Riparian vegetation communities change rapidly following passive restoration at a northern Utah stream. Ecological Engineering 58: 371-377. DOI: 10.1016/j.ecoleng.2013.07.042
DOI: 10.6084/m9.figshare.767337.v1
title: Potential Issues With Facebook's Advertising Algorithms: Part II

description: Attached you will find screenshots of various ads that we've released on Facebook. The conclusion: The software predicted a performance for all of the ads pictured of 0.01 - 0.03. Prior to having major issues with negative "SEO" tactics on our facebook page the software's predictions for advertising perforamnce was extremely accurate. After we began experiencing the troll problem, the advertisements began to perform in a very unpredicatble, sporadic, and oftentimes schizophrenic fashion. The same ad, with the swimsuit model, showed a sustained performance of 0.08 earlier in the day, and later in the evening, after a series of technial difficulties on Facebook's end, with our page, its perforamance shot down to 0.19. We took video of the ads from the moment they began to run until we paused them after the money started to deplete at an alarming rate, and what we found was shocking. In the first 30 minutes our page was growing at a rate of around 3 likes a second, which is about what we experienced when our ads were predicted to perform between 0.01 and 0.03 - and sustained those rates for days. Then suddenly, almost as if a tap was turned off, the likes stopped and the ad performance plunged to dismal numbers that do not accurately reflect the rate at which our likes were initially gained. We have paused all of our facebook ads and plan to thoroughly advertise this data. As stated in a previous article, which is linked below, we cannot say for sure that Facebook is using bot acconts because we do not have access to their internal systems, but this data highly suggests that they are using bot accounts, and that those bot accounts (as a direct result of not being human) are very senstive to negative SEO tactics (and we should also point out, conversely positive SEO tactics) becuse the human input is required to provide the Facebook bots with the necessary distribution of likes upon which to base the performance of the ads. Without this, assuming Facebook is using fake bot accounts (as accused in reference 1) there would be no way for Facebook's army of drone accounts to accurately decide whether or not content is "cool." Imagine a situation where an army of fake Facebook bot accounts liked a blank picture with nonsense text. This might also explain Facebook's draconia advertising restrictions regarding text on the face of ads, etc. Again, as stated before, we cannot prove any of this without access to Facebook's internal list of accounts for investigation, but this is what our data suggests. A video of the rate of growth will be posted later. Reference: 1. http://www.forbes.com/sites/davidthier/2012/08/01/facebook-investigating-claims-that-80-of-ad-clicks-come-from-bots/ 2. Previous figshare article: http://figshare.com/articles/Potential_Issues_with_FB_Advertising_Algorithms_/767331
DOI: 10.6084/m9.figshare.767319
title: Germine, Duchaine, & Nakayama 2011 Cognition : Experiment 3 raw data

description: This is data from Experiment 3 of Germine, Duchaine, & Nakayama (2011) <em>Cognition</em>. This is data on performance from 4,280 people aged 12-65 on three tests of face recognition memory using (1) upright female adult faces, (2) upright children's faces (aged 6-10) and (3) inverted children's faces (aged 6-10). We found that upright face recognition peaked in the early 30s whereas inverted face recognition peaked much earlier. The file has one line per subject, with age, gender, and scores on each of the three tests as proportion correct. For more information please see the original paper: http://www.lauragermine.org/articles/cognition2011.pdf
DOI: 10.6084/m9.figshare.767318
title: Germine, Duchaine, & Nakayama 2011 Cognition : Experiment 2 raw data

description: This is data from Experiment 2 of Germine, Duchaine, & Nakayama (2011) Cognition. This is data on performance from 14,822 people aged 10-70 on two tests of recognition memory using (1) female adult faces, (2) male names. We found that face recognition peaked in the early 30s whereas name recognition memory peaked much earlier. The file has one line per subject, with age, gender, and scores on each of the two tests as proportion correct.
DOI: 10.6084/m9.figshare.767320
title: Face Recognition Memory Data Across the Lifespan N approx 60,000

description: This is data from Experiments 1-3 of Germine, Duchaine & Nakayama (2011) "Where cognitive development and aging meet: Face learning ability peaks after age 30" published in <em>Cognition</em>. In that paper, we show in three very large web-based samples that face recognition memory peaks in the early 30s, whereas similar domains of name recognition memory and inverted face recognition memory peak in the early 20s. Altogether, there are about 60,000 participants of data in these three files. The files have one line per subject, with age, gender, and scores on each of the three tests as proportion correct. For more information please see the original paper: http://www.lauragermine.org/articles/cognition2011.pdf
DOI: 10.6084/m9.figshare.767317
title: Germine, Duchaine, & Nakayama 2011 Cognition: Experiment 1 raw data

description: This is data from Experiment 1 of Germine, Duchaine, & Nakayama (2011) Cognition. This is data on performance from 44,860 people aged 10-70 on a test of unfamiliar face recognition, a version of the Cambridge Face Memory Test (CFMT). We found that face recognition peaked in the early 30s. The file has one line per subject, with age, gender, and scores on each section of the CFMT as well as total score.
DOI: 10.6084/m9.figshare.767318.v1
title: Germine, Duchaine, & Nakayama 2011 Cognition : Experiment 2 raw data

description: This is data from Experiment 2 of Germine, Duchaine, & Nakayama (2011) Cognition. This is data on performance from 14,822 people aged 10-70 on two tests of recognition memory using (1) female adult faces, (2) male names. We found that face recognition peaked in the early 30s whereas name recognition memory peaked much earlier. The file has one line per subject, with age, gender, and scores on each of the two tests as proportion correct.
DOI: 10.6084/m9.figshare.767319.v2
title: Germine, Duchaine, & Nakayama 2011 Cognition : Experiment 3 raw data

description: This is data from Experiment 3 of Germine, Duchaine, & Nakayama (2011) <em>Cognition</em>. This is data on performance from 4,280 people aged 12-65 on three tests of face recognition memory using (1) upright female adult faces, (2) upright children's faces (aged 6-10) and (3) inverted children's faces (aged 6-10). We found that upright face recognition peaked in the early 30s whereas inverted face recognition peaked much earlier. The file has one line per subject, with age, gender, and scores on each of the three tests as proportion correct. For more information please see the original paper: http://www.lauragermine.org/articles/cognition2011.pdf
DOI: 10.6084/m9.figshare.767320.v1
title: Face Recognition Memory Data Across the Lifespan N approx 60,000

description: This is data from Experiments 1-3 of Germine, Duchaine & Nakayama (2011) "Where cognitive development and aging meet: Face learning ability peaks after age 30" published in <em>Cognition</em>. In that paper, we show in three very large web-based samples that face recognition memory peaks in the early 30s, whereas similar domains of name recognition memory and inverted face recognition memory peak in the early 20s. Altogether, there are about 60,000 participants of data in these three files. The files have one line per subject, with age, gender, and scores on each of the three tests as proportion correct. For more information please see the original paper: http://www.lauragermine.org/articles/cognition2011.pdf
DOI: 10.6084/m9.figshare.767319.v1
title: Germine, Duchaine, & Nakayama 2011 Cognition " Experiment 3 raw data

description: This is data from Experiment 3 of Germine, Duchaine, & Nakayama (2011) <em>Cognition</em>. This is data on performance from 4,280 people aged 12-65 on three tests of face recognition memory using (1) upright female adult faces, (2) upright children's faces (aged 6-10) and (3) inverted children's faces (aged 6-10). We found that upright face recognition peaked in the early 30s whereas inverted face recognition peaked much earlier. The file has one line per subject, with age, gender, and scores on each of the three tests as proportion correct.
DOI: 10.6084/m9.figshare.767317.v1
title: Germine, Duchaine, & Nakayama 2011 Cognition: Experiment 1 raw data

description: This is data from Experiment 1 of Germine, Duchaine, & Nakayama (2011) Cognition. This is data on performance from 44,860 people aged 10-70 on a test of unfamiliar face recognition, a version of the Cambridge Face Memory Test (CFMT). We found that face recognition peaked in the early 30s. The file has one line per subject, with age, gender, and scores on each section of the CFMT as well as total score.
DOI: 10.6084/m9.figshare.766363
title: Sedimentation Patterns of the Permian Brushy Canyon Formation, Delaware Basin, Texas and New Mexico

description: This is my 2003 master's thesis from the Colorado School of Mines including all figures and appendices. This project, under the supervision of Dr. Michael Gardner, examined thickness patterns of the Permian Brushy Canyon Formation in west Texas and southeastern New Mexico with an integrated subsurface and outcrop stratigraphic database. Primary data include numerous isopach maps of stratigraphic cycles over a 6500 km^2 area. Data and findings from this thesis were used in this special publication: Gardner, M.H., Borer, J.M., Romans, B.W., Baptista, N., Kling, E.K., Hanggoro, D., Melick, J.J., Wagerle, R.M., Carr, M.M., Amerman, R., and Atan, S., 2008, Stratigraphic models for deep-water sedimentary systems: 28th Annual Gulf Coast Section SEPM Foundation Bob. F. Perkins Research Conference
DOI: 10.6084/m9.figshare.766356
title: Hufford et al. 2013

description: Mexicana and Maize filtered SNP data and annotations. <strong>File "no_intro.txt"</strong> is the measure of "resistance" along each chromosome for each population. "z2x" in a column header means maize to mexicana, "x2z" mexicana to maize. In the data matrix, a value of 2 means no introgression, a value of 0 means some evidence of introgression. Hufford M.B., Lubinsky, P., Pyhäjärvi T., Devengenzo, M.T., Ellstrand N.C., Ross-Ibarra J.2013. The genomic signature of crop-wild introgression in maize. PLoS Genetics 9(5): e1003477.
DOI: 10.6084/m9.figshare.766356.v2
title: Hufford et al. 2013

description: Mexicana and Maize filtered SNP data from Hufford M.B., Lubinsky, P., Pyhäjärvi T., Devengenzo, M.T., Ellstrand N.C., Ross-Ibarra J.2013. The genomic signature of crop-wild introgression in maize. PLoS Genetics 9(5): e1003477.
DOI: 10.6084/m9.figshare.766336
title: PE - S/E - Sc-Endo - C2-Endo - SePh-Endo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766337
title: PE - S/Z - Sc-Endo - C2-Endo - SePh-Exo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766356.v3
title: Hufford et al. 2013

description: Mexicana and Maize filtered SNP data from Hufford M.B., Lubinsky, P., Pyhäjärvi T., Devengenzo, M.T., Ellstrand N.C., Ross-Ibarra J.2013. The genomic signature of crop-wild introgression in maize. PLoS Genetics 9(5): e1003477.
DOI: 10.6084/m9.figshare.766334
title: PE - A/E - Sc-Exo - C4-Exo - SePh-Exo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766335
title: PE - A/Z - Ap - C4-Endo-HC - SePh-Endo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766336.v1
title: PE - S/E - Sc-Endo - C2-Endo - SePh-Endo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766356.v5
title: Hufford et al. 2013

description: Mexicana and Maize filtered SNP data and annotations. <strong>File "no_intro.txt"</strong> is the measure of "resistance" along each chromosome for each population. "z2x" in a column header means maize to mexicana, "x2z" mexicana to maize. In the data matrix, a value of 2 means no introgression, a value of 0 means some evidence of introgression. Hufford M.B., Lubinsky, P., Pyhäjärvi T., Devengenzo, M.T., Ellstrand N.C., Ross-Ibarra J.2013. The genomic signature of crop-wild introgression in maize. PLoS Genetics 9(5): e1003477.
DOI: 10.6084/m9.figshare.766334.v1
title: PE - A/E - Sc-Exo - C4-Exo - SePh-Exo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766337.v1
title: PE - S/Z - Sc-Endo - C2-Endo - SePh-Exo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766356.v4
title: Hufford et al. 2013

description: Mexicana and Maize filtered SNP data and annotations. <strong>File "no_intro.txt"</strong> is the measure of "resistance" along each chromosome for each population. "z2x" in a column header means maize to mexicana, "x2z" mexicana to maize. In the data matrix, a value of 2 means no introgression, a value of 0 means some evidence of introgression. Hufford M.B., Lubinsky, P., Pyhäjärvi T., Devengenzo, M.T., Ellstrand N.C., Ross-Ibarra J.2013. The genomic signature of crop-wild introgression in maize. PLoS Genetics 9(5): e1003477.
DOI: 10.6084/m9.figshare.766330
title: PE - S/E - Sc-Endo - C2-Endo - SePh-Endo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766331
title: PE - S/Z - Sc-Endo - C2-Endo - SePh-Exo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766335.v1
title: PE - A/Z - Ap - C4-Endo-HC - SePh-Endo - MeCN

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766328
title: PE - A/E - Sc-Exo - C4-Xo - SePh-Exo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766329
title: PE - A/Z - Ap - C4-Endo - SePh-Endo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766331.v1
title: PE - S/Z - Sc-Endo - C2-Endo - SePh-Exo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766326
title: PE - S/E - Sc-Endo - C2-Endo - SePh-Endo - THF

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766328.v1
title: PE - A/E - Sc-Exo - C4-Xo - SePh-Exo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766330.v1
title: PE - S/E - Sc-Endo - C2-Endo - SePh-Endo - n-Hexane

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.6084/m9.figshare.766325
title: PE - A/Z - Ap - C4-Endo-HC - SePh-Endo - THF

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.