← Back to cohort
ERRATUM: “THE EIGHTH DATA RELEASE OF THE SLOAN DIGITAL SKY SURVEY: FIRST DATA FROM SDSS-III” (2011, ApJS, 193, 29)
H. Aihara, Carlos Allende Prieto, Deokkeun An, Scott F. Anderson, É. Aubourg, E. Balbinot, Timothy C. Beers, Andreas A. Berlind, Steven J. Bickerton, Dmitry Bizyaev, Michael R. Blanton, John J. Bochanski, A. Bolton, Jo Bovy, W. N. Brandt, J. Brinkmann, Peter J. Brown, Joel R. Brownstein, Nicolás G. Busca, H. Campbell, Michael A. Carr, Yanmei Chen, C. Chiappini, Johan Comparat, N. Connolly, Marina Cortês, Rupert A. C. Croft, Antonio J. Cuesta, L. N. da Costa, James R. A. Davenport, Kyle Dawson, Saurav Dhital, Anne Ealet, G. Ebelke, Edward M. Edmondson, Daniel J. Eisenstein, S. Escoffier, M. Esposito, Michael L. Evans, Xiaohui Fan, Bruno Femenía Castellá, Andreu Font-Ribera, Peter M. Frinchaboy, Jian Ge, Bruce Gillespie, G. Gilmore, J. I. Gónzalez Hernández, J. Richard Gott, Andrew Gould, E. K. Grebel, James E. Gunn, J.–Ch. Hamilton, Paul Harding, D. E. Harris, Suzanne L. Hawley, Frederick R. Hearty, Shirley Ho, David W. Hogg, Jon A. Holtzman, Klaus Honscheid, Naohisa Inada, Inese I. Ivans, Linhua Jiang, Jennifer A. Johnson, C. Jordan, Wendell P. Jordan, Eyal Kazin, D. Kirkby, Mark A. Klaene, G. R. Knapp, Jean‐Paul Kneib, C. S. Kochanek, Lars Koesterke, Juna A. Kollmeier, Richard G. Kron, Hubert Lampeitl, Dustin Lang, Jean-Marc Le Goff, Young Sun Lee, Yen‐Ting Lin, Daniel C. Long, Craig Loomis, S. Lucatello, Britt Lundgren, Robert H. Lupton, Zhibo Ma, Nicholas MacDonald, Suvrath Mahadevan, Marcio A. G. Maia, Martin Makler, Elena Malanushenko, Viktor Malanushenko, Rachel Mandelbaum, Claudia Maraston, Daniel Margala, Karen L. Masters, Cameron K. McBride, P. McGehee, I. D. McGreer, Brice Ménard, Jordi Miralda‐Escudé, Heather Morrison, Susan E. Mullally, Demitri Muna, Jeffrey A. Munn, Hitoshi Murayama, Adam D. Myers, Tracy Naugle, Angelo Fausti Neto, Duy Cuong Nguyen, Robert C. Nichol, R. W. O’Connell, R. L. C. Ogando, Matthew D. Olmstead, Daniel Oravetz, Nikhil Padmanabhan, N. Palanque‐Delabrouille, Kaike Pan, Parul Pandey, Isabelle Pâris, Will J. Percival, Patrick Petitjean, Robert Pfaffenberger, J. Pforr, S. Phleps, Christophe Pichon, Matthew M. Pieri, Francisco Prada, Adrian M. Price-Whelan, M. Jordan Raddick, Beatriz Ramos, C. Reylé, G. T. Richards, Hans‐Walter Rix, A. C. Robin, H. J. Rocha–Pinto, Constance M. Rockosi, Natalie A. Roe, Emmanuel Rollinde, Ashley J. Ross, Nicholas P. Ross, Bruno M. Rossetto, Ariel G. Sánchez, Conor Sayres, David J. Schlegel, Katharine J. Schlesinger, Sarah J. Schmidt, Donald P. Schneider, E. S. Sheldon, Yiping Shu, Jennifer Simmerer, Audrey Simmons, T. Sivarani, Stephanie A. Snedden, Jennifer Sobeck, Matthias Steinmetz, Michael A. Strauss, Alexander S. Szalay, Masayuki Tanaka, Aniruddha R. Thakar, D. Thomas, Jeremy L. Tinker, B. M. Tofflemire, Rita Tojeiro, Christy Tremonti, Jan Vandenberg, M. Vargas-Magaña, Licia Verde, Nicole P. Vogt, David A. Wake, Ji Wang, B. A. Weaver, David H. Weinberg, Martin White, Simon D. M. White, B. Yanny, Naoki Yasuda, Christophe Yèche, Idit Zehavi
Bibliographic record
VenueThe Astrophysical Journal Supplement Series · 2011
Typeerratum
Languageen
FieldPhysics and Astronomy
TopicGalaxies: Formation, Evolution, Phenomena
Canadian institutionsUniversity of Toronto
FundersScience and Technology Facilities Council
KeywordsSkyComputer scienceAstronomyPhysics
Abstract
des tablissements d'enseignement et de recherche franais ou trangers, des laboratoires publics ou privs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.657
Threshold uncertainty score1.000
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.010 | 0.005 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.030
GPT teacher head0.234
Teacher spread0.204 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
Meta-epidemiology (narrow)Science and technology studiesOpen scienceResearch integrityInsufficient payload (model declined to judge)
Study designNot applicable
Domainnot available
GenreEmpirical
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
Quick stats
Citations65
Published2011
Admission routes1
Has abstractyes